Decoding DevOps Course | Beginner to Intermediate



Decoding DevOps Course | Beginner to Intermediate
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + srt | Duration: 231 lectures (47h 31m) | Size: 21.9 GB

Start Your DevOps Career As an Absolute Beginner

What you'll learn:
Learn DevOps from total scratch
Linux, AWS, Bash & Python Scripting, Jenkins, Ansible, Docker, Kubernetes, Cloudformation, Terraform & More
Understand how various technologies work together in DevOps
Get a firm understanding in DevOps Processes, Tools & Technologies

Requirements
Basic Computer Knowledge


Description
Decoding DevOps course is for anybody who wants to get started with DevOps.

As there are many tools & technologies in DevOps, it has become difficult for people to choose the right technologies.

This course starts from very basics of command line, hands on demonstrations of many tools & technologies.

Also most importantly it will show you how various technologies in DevOps work together by setting up your own projects.

Step 1

Basics of Linux

Server Management in Linux

Vagrant

Basics of networking

Project

Vprofile Project Intro & Setup on VM's

Step 2

Bash Scripting

Basics of scripting

Variables, Conditions, Loops etc

Automating day to day admin tasks

Step 3

Cloud Computing Intro

IAM

Ec2 Instances, EBS Volumes, ELB

S3

Cloudwatch

RDS

Autoscaling

Route53

Project

AWS Cloud For Project Set Up Lift & Shift

Re-Architecting Web App on AWS Cloud [PAAS & SAAS]

Step 4

Version control system = Git & GitHub

Build Tools | Build & Test Java Code = Maven

Continuous Integration Intro

Jenkins

Jenkins as a Build Server

Jenkins Jobs | Build , Test, Deploy, Notify

Jenkins Master/Slave, Nexus, Sonarqube

Jenkins CI Pipeline

Jenkins Administration

Project

Continuous Integration Using Jenkins, Nexus, Sonarqube & Slack

Step 5

Python Scripting

Basics of python programming

vars, datatypes, conditions, loops, function, modules etc

Pythons for automating OS tasks

Step 6

Ansible Intro

Ad Hoc commands

Modules

YAML into

Playbooks

vars, conditions, loops,

handlers, templates etc etc etc

Variables deep dive

Roles

Ansible for AWS

Project

Continuous Delivery and Configuration Management [Jenkins plus Ansible]

Step 7

AWS Part 2

VPC in depth

Log management and custom metrics

Project

Vprofile on Beanstalk & RDS

Code Commit, Code Build & Code Pipeline

CI & CD on AWS Cloud for Vprofile Project

Beanstalk, RDS, CodePipeline etc

Step 8

Docker Intro

Understanding and Implementing Containers

Volumes, Network, logs etc

Building Images for Vprofile project

Docker compose to run vprofile multi containers

Kubernetes Intro

Kubernetes setup for production Env

Kubernetes objects

Pods, Services, Controllers, Deployment

Replication, Autoscaling, Resource quotas, secret, configmap, namespace.

Project

Vprofile Project deployment on Kubernetes

Step 9

Terraform for AWS Cloud automation

Cloudformation for AWS loud automation

Who this course is for
Anybody who wants to Learn DevOps

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Data Structures & Algorithms Essentials (2021)



Data Structures & Algorithms Essentials (2021)
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + srt | Duration: 222 lectures (24h 23m) | Size: 13.9 GB

Master the core concepts & internal workings of data structures, build algorithms & solve problems using C++

What you'll learn:
Core concepts & internals of Data Structures
Trees, Linked Lists, Heaps, Graphs
Build all data structures from scratch
Object Oriented Programming Basics
Brute Force & Optimisation Techniques
Space Time Complexity Analysis
Hash Functions, Collision Handling
Recursion & Backtracking
Dynamic Memory & Pointers
Create your own DS library!
C++ Standard Template Library Basics
Project - Design & Implement Shopping Cart

Requirements
Familiarity with any one programming language
Ability to understand & write code (preferably C/C++)
Understanding of Loops, Variables, Conditional Statements


Description
Are you a beginner looking to enter the world of Data Structures or intermediate programmer wondering what happens behind a Hash-table?

Welcome to Data Structures & Algorithms, Essentials Course - the only course you need to understand the core concepts behind Data Structures & build a solid programming foundations using C++ . The course is taught by an expert instructor Prateek Narang from Google, who is not just a software engineer but also has mentored thousands of students in becoming great programmers & developers and is top rated on Udemy for his amazing teaching skills.

Every software application revolves around data, performing different operations like Insert, Delete, Update & Search. To be a great software developer, understanding of Data Structures & Algorithms is must and this course provides you a deep understanding of the topic by covering both the theory and hands-on-implementation of each data structure from scratch.

The Course contains 20+ hours of interactive video content & dozens of coding exercises, teaching you all essential concepts starting from ground zero. Each section covers data structure in great detail, with Coding Exercises & real life examples. Here is what you will learn -

Programming Concepts
Bit masking

Object Oriented Programming Basics

Pointers & Dynamic Memory (C++)

Recursion

Data Structures Foundation

Array, 2D Array, Strings, Vectors

Linked Lists, Stacks, Queues

Trees, BST, Tries

Heaps/Priority Queues

Hash-tables, Collision Handling

Graphs

Algorithms Foundation

Brute Force, Backtracking

Sorting & Searching

Divide & Conquer

Dynamic Programming

The course is designed for beginner & intermediate programmers. We try to make not so easy topics look easy with intuitive explanations & interactive video lectures with dozens of memes The course finishes with a final mini project - a command line app for an online shopping cart combining principles from Object Oriented Programming & Data Structures.

Unlike most instructors, we are not a salesperson or a marketer. My job is to help you build strong fundamentals in programming & be a successful developer. Through Udemy & Coding Minutes, I am providing this course to you at a fraction of cost of its original cost, so that anyone who is interested to learn can take their skills to the next level. So I hope you sign up today, and I will see you in the course.

Who this course is for
Beginner level programmers
Students who want to learn data structures
Students from Computer Science & related branches
Working professionals who want to brush up internals of hashmaps, heaps, graphs etc

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AloMoves - Barre Ignite



AloMoves - Barre Ignite
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Difficulty: Beginner | Genre: eLearning | Language: English | Duration: 9 Videos (3h 52m) | Size: 8.52 GB

Instructor : Emily Sferra Turn up the heat with Barre Ignite, a collection of fiery beginner barre workouts to light up your body in a powerful, methodical way. Barre focuses on combining high reps with small-range movements and light to moderate resistance, which means you'll feel the burn quickly into your workout. This series is designed to help you build off your foundation; the "Making Shapes" class will demystify some of the common moves you'll practice, the targeted classes will fine-tune your form, and the total-body classes will put it all together. Get ready to spark the strength within and find confidence in movement.

In this series, you will:
- Build a strong barre practice with expert guidance
- Challenge your strength and stamina
- Improve your posture, flexibility, and coordination

EQUIPMENT
Blanket
Weights
Chair
Wall
Ball

Homepage

Packt Practical WebRTC A Complete WebRTC Bootcamp for Beginners-XQZT



Packt Practical WebRTC A Complete WebRTC Bootcamp for Beginners-XQZT | MKV | 4.38 GiB

1 371 kb/s 1920x1080 | AAC 2 CH eng



NFO:
File List:

File: packt.practical.webrtc.a.complete.webrtc.bootcamp.for.beginners-xqzt-sample.mkv
Size: 10459762 bytes (9.98 MiB), duration: 00:01:01, avg.bitrate: 1372 kb/s
Audio: aac, 48000 Hz, stereo (eng)
Video: h264, yuv420p, 1920x1080, 60.00 fps(r) (eng)






Download ( Size: 4.38 GiB ):
Filehosts: Nitroflare, Rapidgator




5 Link/s









5 Link/s

AWS Certified Cloud Practitioner - Complete NEW Course 2021



AWS Certified Cloud Practitioner - Complete NEW Course 2021
Genre: eLearning | MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 5.62 GB | Duration: 11h 58m

Get your AWS Certified Cloud Practitioner certification in 20 days! Includes guided hands-on exercises & practice exam


What you'll learn
MAXIMIZE YOUR TIME EFFICIENCY: We have structured the course so you get to learn at your own pace with theory lectures, guided practical hands-on exercises and exam cram lectures for quick revision of the important facts
FULL-LENGTH PRACTICE TEST: Assess your exam readiness and get familiar with the real exam format with 65 unique practice questions delivered in an exam simulation that is timed and scored
BONUS: Take the practice test in Training Mode (check your answers instantly - no time limit) on the Digital Cloud Training platform
QUIZZES: At the end of each section you get to review your knowledge with a total of 120 unique quiz questions that test your understanding
ACTIVE Q&A FORUM: In this discussion board, students ask questions and share their recent exam experience offering feedback on which topics were covered
RESPONSIVE SUPPORT: Our team of AWS experts respond to all of your questions, concerns or feedback
ALWAYS UP TO DATE: Our teachings reflect the latest CLF-C01 exam blueprint. All students have lifetime access to all future updates
PRESENTED IN A PROFESSIONAL WAY: Focused and to the point, clear language with professional subtitles
ALL DIAGRAMS, CODE AND SLIDES: Available for online viewing or download in PDF format
THE ULTIMATE EXAM PREP: We'll teach you everything you need to know to pass your exam first time


Description
100% UPDATED in MAY 2021: This AWS Certified Cloud Practitioner training course has just been completely updated with 100% new content for May 2021! The course is packed with comprehensive video lessons, hands-on labs, practice exam questions, quizzes and exam-crams! If you are new to Amazon Web Services / Cloud Computing and looking to confidently pass your AWS Cloud Practitioner Certification Exam first time - then this value-packed AWS training course is for you!

HOW THIS COURSE IS DIFFERENT

We have closely aligned this course with the official AWS Certified Cloud Practitioner exam guide and structured the course so that you can study at a pace that suits you best. We start with some basic background to get everyone up to speed on what cloud computing is and its benefits, before progressing through each knowledge domain.

We are big believers in using practical exercises to improve memory retention and contextualize knowledge, so we have included many hands-on guided practice exercises for those who have the time and desire to build a practical skillset. With this ALL-IN-ONE Udemy AWS cloud practitioner training, you'll be ready to pass the AWS Cloud Practitioner exam first time.

Watch the intro video to learn how this course will fast-track your exam success!

GET CERTIFIED IN 20 DAYS OR LESS

You get a free study guide in PDF format to help you plan your study so you can pass your AWS Certified Cloud Practitioner exam in 20 days or less! Dedicate around 1 hour every day to studying and you'll be ready to earn your first AWS certification in no time at all.

AWS Certified Cloud Practitioner Exam Guide (CLF-C01)

We created this course according to the AWS Cloud Practitioner CLF-C01 exam guide to ensure you're learning exactly what you need to know to pass your exam and work as a Cloud Practitioner. The course ensures you have the skills to answer questions from any of the four domains in the exam guide:

Domain 1: Cloud Concepts

1.1 Define the AWS Cloud and its value proposition

1.2 Identify aspects of AWS Cloud economics

1.3 List the different cloud architecture design principles

Domain 2: Security and Compliance

2.1 Define the AWS shared responsibility model

2.2 Define AWS Cloud security and compliance concepts

2.3 Identify AWS access management capabilities

2.4 Identify resources for security support

Domain 3: Technology

3.1 Define methods of deploying and operating in the AWS Cloud

3.2 Define the AWS global infrastructure

3.3 Identify the core AWS services

3.4 Identify resources for technology support

Domain 4: Billing and Pricing

4.1 Compare and contrast the various pricing models for AWS

4.2 Recognize the various account structures in relation to AWS billing and pricing

4.3 Identify resources available for billing support

BONUS OFFER - Practice Exam in Training Mode

We are now offering FREE access to the AWS Digital Cloud Training website (registration required with name and email) where you get to access your bonus practice exams in training mode (no time limit). This allows you to check answers after every question (not possible on Udemy) and will help you prepare for the exam.

PREVIEW THIS COURSE

There are many FREE previews so you can see how we teach the AWS Certified Cloud Practitioner (CLF-C01) exam blueprint using a combination of theoretical lectures and guided practical hands-on labs.

WHY THIS ULTIMATE EXAM PREP IS YOUR BEST CHANCE TO MAXIMIZE YOUR EXAM SUCCESS

HIGHLY FLEXIBLE COURSE STRUCTURE: We understand that not everyone has the time to go through lengthy lectures. That's why we give you options to maximize your time efficiency and accommodate different learning styles

THEORY LECTURES: You can move quickly through the course focusing on the theory lectures that 100% conform with the CLF-C01 exam blueprint - everything you need to know to pass your exam first attempt

GUIDED HANDS-ON EXERCISES: To gain more practical experience with AWS services, you have the option to explore our guided hands-on exercises - just create your own free tier account on AWS and you're good to go!

EXAM-CRAM LECTURES: Get through the key exam facts in the shortest time possible with our exam-cram lectures that you'll find at the end of each section

HIGH-QUALITY VISUALS: We've spared no effort to create a highly visual training course with lots of animated diagrams, tables and graphs to illustrate the concepts. All practical exercises are backed by logical diagrams so you can visualize what you're building.

120 QUIZ QUESTIONS: At the end of each section you get to review your knowledge with a total of 120 unique questions that test your understanding and measure your progress

FULL-LENGTH PRACTICE TEST: Simulate the real exam with a full-length Practice Test (65 unique practice questions). This practice exam is timed and scored mimicking the real exam environment so you get familiar with the AWS exam format, style and difficulty.

BONUS: Take the practice tests in Training Mode (check your answers instantly - no time limit) on the Digital Cloud Training platform

DETAILED EXPLANATIONS & REFERENCE LINKS: Every question includes deep-dive reference links and detailed explanations that explain why each answer is correct or incorrect

PRESENTED IN A PROFESSIONAL WAY: Your instructor (native speaker) uses clear and easy to understand language and presents the material in a professional way - focused and to the point with professional subtitles

ACCESS CODE, SLIDES AND EXAM CRAM PDF: Course slides and diagrams are available to view on SlideShare. Use the Exam Cram PDF download for last-minute exam preparation

ALWAYS UP TO DATE: Our teachings reflect the latest CLF-C01 exam blueprint. All students have lifetime access to all future updates

RESPONSIVE SUPPORT: Our team of AWS experts comprehensively respond to all of your questions, concerns or feedback

ACTIVE Q&A DISCUSSION BOARD: Join the discussion on AWS related topics in our discussion forum where our students share their recent exam experience offering feedback on which topics were covered

MOBILE ACCESS: Study on the go and access all resources from your mobile phone - anywhere, anytime

WHAT DO OTHER STUDENTS SAY?

Check out the excellent course reviews from our many students who passed their AWS exam with an average passing score of over 850!

"Best course ever for cloud computing. Takes you from scratch on how to use AWS and its core services."

"This course is the best course that I have come across. I can say it because I have gone through other AWS courses from different authors/vendors. Explained very well and it keeps you engaging."

"Wow, very clear and concise. Love the slides for the visual understanding and the labs for hands-on. I'm feeling confident in understanding how to get started and build an AWS network from the ground up. Thank you!"

BEGINNERS WELCOME

This AWS Cloud Practitioner training course is highly suitable for AWS beginners as we start with the basics of cloud computing and use a process of repetition and incremental learning to build practical skills and theoretical knowledge.

LEARNING METHODOLOGY

We break down the complexity of the topics into easy-to-digest and well-structured sections that are backed by logical diagrams that help you visualise your learnings. Following a simple and step-by-step approach, we'll take you from opening your first AWS Free Tier account through to launching the core AWS services, always sticking to the CLF-C01 exam blueprint. This ensures you're learning practical skills while effectively preparing for your exam. Our method ensures that you retain the knowledge - as repeated practice is the best way to learn and build your cloud skills.

WHAT EXACTLY WILL YOU LEARN?

In this AWS training course, you'll learn the fundamental concepts of cloud computing, what Amazon Web Services (AWS) is and how it can help companies in many different ways. You'll learn about the value proposition of AWS, the core services, pricing models and options, security in the cloud, and much much more.

The course includes the following topics:

Cloud Computing and AWS

Traditional IT and Cloud Computing

Examples and Benefits of Cloud Computing

Types of Cloud Service and Deployment

Overview of Amazon Web Services (AWS)

The AWS Global Infrastructure

The AWS Shared Responsibility Model

Application Programming Interfaces (APIs)

Launching Cloud Services

AWS Public and Private Services

The 6 Advantages of Cloud Computing

Identity and Access Management (AWS IAM)

AWS IAM Overview

IAM Users, Groups, Roles, and Policies

IAM Authentication and MFA

Service Control Policies (SCPs)

IAM Best Practices

AWS Compute Services

Computing Basics

Server Virtualization

Amazon Elastic Compute Cloud (EC2)

Amazon EC2 User Data and Metadata

Accessing Services - Access Keys and IAM Roles

AWS Batch

Amazon LightSail

Docker Containers and Microservices

Amazon Elastic Container Service (ECS)

AWS Storage Services

Block vs File vs Object Storage

Amazon Elastic Block Store (EBS)

Amazon EBS Snapshots and DLM

EBS vs Instance Store Volumes

Amazon Elastic File System (EFS)

Amazon Simple Storage Service (S3)

Amazon S3 Storage Classes

S3 Versioning, Replication and Lifecycle Rules

Archiving with S3 Glacier

AWS Storage Gateway

DNS, Elastic Load Balancing, and Auto Scaling

DNS and Amazon Route 53

Elasticity: Scaling Up vs Out

Amazon EC2 Auto Scaling

Load Balancing and High Availability

Amazon Elastic Load Balancer (ELB)

Scaling Policies

Application Services

Serverless Services

AWS Lambda Functions

Application Integration Services

Amazon EventBridge / CloudWatch Events

Amazon API Gateway

Amazon VPC, Networking, and Hybrid

Amazon Virtual Private Cloud (VPC)

Security Groups and Network ACLs

Public, Private and Elastic IP Addresses

NAT Gateways and NAT Instances

Amazon VPC Peering

Amazon VPN and AWS Direct Connect

AWS Transit Gateway

AWS Outposts

Deployment and Automation

Caching and Amazon CloudFront

AWS Global Accelerator

AWS CloudFormation

AWS Cloud Development Kit (CDK)

AWS Elastic Beanstalk

AWS Developer Tools (Code*)

AWS X-Ray

AWS OpsWorks

Databases and Analytics

Types of Database

Amazon Relational Database Service (RDS)

Amazon Aurora

Amazon DynamoDB

Amazon RedShift

Amazon Elastic Map Reduce (EMR)

Amazon ElastiCache

Amazon Athena and AWS Glue

Amazon Kinesis

And: AWS Data Pipeline, Amazon QuickSight, DocumentDB, Neptune, QLDB, Blockchain

Management and Governance

AWS Organizations

AWS Control Tower

AWS Systems Manager

AWS Service Catalog

AWS Config

AWS Trusted Advisor

AWS Health API and Dashboards

AWS Cloud Security and Identity

Identity Providers and Federation - SAML/WIF + SSO + Cognito

AWS Directory Service

Protecting Secrets - SSM Parameter Store and Secrets Manager

Encryption - AWS KMS, ACM, in-transit / at-rest

Logging and Auditing - Amazon CloudWatch Logs, CloudTrail, Flow Logs, ELB logs, and S3 logs

Detect and Respond - Amazon Detective, GuardDuty, Macie

Firewalls and DDoS Protection - AWS WAF & Shield

Compliance Services - AWS Artifact, Config

Security Management and Support - AWS Security Hub, Security Bulletins, Abuse Team

Penetration Testing

Architecting for the Cloud

AWS Well-Architected

AWS Well-Architected Framework

Accounts, Billing and Support

AWS Pricing Fundamentals

Amazon EC2 Pricing Options

Amazon EC2 Pricing Use Cases

Pricing for other AWS Services

AWS Support Plans

Consolidated Billing

AWS Cost Management Tools

Migration, Machine Learning and More

AWS Migration and Transfer Services

AWS Machine Learning Services

End User Computing

AWS IoT Core

YOUR INSTRUCTOR

Hi, my name is Neal Davis - I'll be your instructor for this ultimate exam training for the AWS Cloud Practitioner. Cloud Computing is my Passion - which is why I founded Digital Cloud Training - offering AWS certification training resources that represent a higher quality standard than is otherwise available in the market. I created this comprehensive training course so that you get to ace your AWS exam and achieve your career goals. I enjoy teaching on Udemy as it allows me to leverage my knowledge and hands-on experience that I have built over the last 20 years.Yes, I've been working in the Cloud space since its very beginning!

OUR SUCCESS IN NUMBERS

Over 500,000 students enrolled in our AWS courses

4.7 Star instructor ratings from over 50,000 reviews

Our students pass the AWS exam with an average score of over 85%

MONEY-BACK GUARANTEE

We are totally confident in the value of our Cloud Practitioner Exam Training which comes with a 30-day unconditional money-back guarantee. Fast-track your AWS exam success and get lifetime access now - risk-free!


Who this course is for:
Students preparing for the AWS Certified Cloud Practitioner exam who want to pass with confidence at first attempt
Candidates for the AWS exam who want to feel fully prepared and master the cloud with this comprehensive ALL-IN-ONE Training Course
IT Professionals who want to become qualified AWS Cloud Practitioners and enter any AWS technical Job interview with confidence
Anyone who is keen to take their AWS Cloud Career and salary to the next level with an AWS certification
Professionals who want to learn how to leverage the benefits of the AWS Cloud to demonstrate strong capability with AWS to (future) employers
Those who feel ready to work in a real-world environment and want to gain solid experience on AWS and master the AWS platform


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Autonomous Careep Learning & Computer Vision for Beginners



Autonomous Careep Learning & Computer Vision for Beginners
Genre: eLearning | MP4 | Video: h264, 1280x720 | Audio: AAC, 48.0 KHz
Language: English | Size: 5.92 GB | Duration: 5h 46m

Build your Own Self Driving Car using Image Processing and Artificial Neural Intelligence Techniques with Raspberry Pi


What you'll learn
Build your own Self Driving Car (Mini-Tesla)
Learn (Divide and Conquer Approach) of solving complex problems i.e. Detection -> (Localization + Classification)
Segment Lane Lines using Computer Vision techniques i.e. Canny Edge detection & Color Thresholding
Localize objects in images based on specific shapes using Algorithms i.e. ShapeApproxPoly and HoughCircles
Estimate Straight Line Trajectories Using Hough Lines and Curved Lanes using Custom Algo.
Learn about Artificial Neural Networks and why Convolutional Neural Network are best for classification in Images.
Learn to identify the right Algorithm in OpenCV and how to tweak it to your requirements
Build, Train and deploy Custom CNN model (Deep Learning) for classifying Signs.
Profile/Time your program using cProfile in Python
Compare S.O.A Tracking techniques available in OpenCV and identify most suitable for project requirements
Optimize your Code using simple but very effective IP techniques and threading
Make SDV Navigate Autonomously in Custom Track and also obey road speed limits
Understand how to extract actionable data from images
Gain all the knowledge required to enter to more advance versions of (SDV series) upcoming courses to come...
Brief Overview of SSD for Sign Detection and why its not the solution for every Object Det. problem


Description
This is course is involves both the hardware and the software part for building your custom car

Topics Which Will be Covered in the Course are

Hardware Part :

Raspberry Pi Setup with Raspbian

Raspberry pi and Laptop VNC Setup

Hardware GPIO Programming

Led Controlling with Python Code

Motor Control

Camera Interfacing Video Feed

Software Part :

Video Processing Pipeline setup

Lane Detection with Computer Vision Techniques

Sign Detection using Artificial Deep Neural Network

Sign Tracking using Optical Flow

Control

Course Flow (Self-Driving [Development Stage])

We will quickly get our car running on Raspberry Pi by utilizing 3D models ( provided in the repository) and car parts bought from links provided by instructors. After that, we will interface raspberry Pi with Motors and the camera to get started with Serious programming.

Then by understanding the concept of self-drive and how it will transform our near future in the field of transportation and the environment. Then we will perform a case study of a renowned brand in self-driving (Tesla) .After that, we will put forward our proposal of which (autonomous driving level) self-driving vehicle do we want to build.

The core development portion of the course will be divide into two parts. In each of this portion and their subsection, we will look into different approaches. program them and perform an analysis. In the case of multiple approaches for each section, we will do a comparative analysis to sort out which approach best suits our project requirements.

1) Detection: responsible for extracting the most information about the environment around the SDV

Here we will understand how to tackle a large problem by breaking it down into smaller more manageable problems e.g in the case of Detection. we will divide it into 4 targets

a) Segmentation

b) Estimation

c) Cleaning

d) Data extraction

2) Control: actions will be performed based on the information provided by the detection module.

Starting by defining the targets of this module and then implementation of these targets such as

a) Lane Following

b) Obeying Road Speed Limits

In the end, we will combine all the individual components to bring our Self Driving (Mini - Tesla) to life. Then a Final Track run along with analysis will be performed to understand its achievement and shortcoming.

We will conclude by describing areas of improvement and possible features in the future version of the Self-driving (Mini-Tesla)

Hardware Requirements

Raspberrypi 3b or greater

Geared Dc motors 12V (single)

12V lipo Battery

Base of car + steering mechanism

Software Requirements

Python 3.6

Opencv 4.2

TensorFlow

Motivated mind for a huge programming Project


Who this course is for:
Beginner Programmers looking for an exciting project in the upcoming domains
Enthusiastic students wanting to get their feet wet in multidisciplinary projects
Engineers wanting to embark in the fields of Computer Vision, Artificial Intelligence and Robotics
Self Driving Cars Enthusiasts looking to build one of their own


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45 Days Python Masterclass With Competitive Programming Mit



45 Days Python Masterclass With Competitive Programming Mit
Genre: eLearning | MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 26.2 GB | Duration: 51h 16m

WINNERMaster Class of python with all the never before seen insights and learn the class A level programming strategies.


What you'll learn
FULL PYTHON WITH COMPETITIVE PROGRAMMING


Description
Complete the 45 days, well-designed master class with 500+ problems and logic with the secret of designing logic and algorithms in a well-designed course where everything is explained and then the practical lab is covered followed by the competitive problems to put you in elite.

4x maximum knowledge

4x cheaper course

4x better understandable logic ways

4x ultra-premium course with award-winning

Learn and master programming in terms of designing, that is syntax plus logical equals programming and the secrets of python and all the foundation taught in most advanced strategy level to keep you ahead of the rat race. Gear yourself with the course to be among the elite programmers taught you by world-famous covert operative and MIT doctorate in advanced intelligent systems and artificial intelligence.

Once you acquire the foundation in most vivid explanation combined with binaural beats of beta waves to alpha wave switching in between the course, tailored designed for immense concentration and letting you not get disturbed by the outer side world, the course is preferred to be heard by headphones. When you start the course, the knowledge flow sync of the course takes anywhere from 7 seconds to 11 seconds to get synced with your brain to get you started with the topic you are on, and combined with the teaching strategy and mythology, you are sure to be on the road to becoming elite programmers and still enjoy the course while you are training your mind, focus and knowledge.

This course will keep you and gear you up for the future of any of the emerging technologies of python from artificial intelligence to massive intelligence systems or web technologies to full-stack development or from programming to design and architect or GUI to application design and coding or from visualization to business intelligence or from machine learning to data science or learning python for fun to anyways from turning to an elite programmer to any of your future career or keen of interest or your choice of career.


Who this course is for:
ANYONE WITH INTREST TO LEARN SECRETS ALONG WITH BECOMING EITE PYTHONAIRE


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WordPress Theme Development Course with Bootstrap 5 (2021)



WordPress Theme Development Course with Bootstrap 5 (2021)
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + srt | Duration: 81 lectures (8h 39m) | Size: 5.3 GB

Learn to Build the Fastest & Advanced Custom WordPress Theme from scratch with Bootstrap 5, ACF, & Custom Post Type

What you'll learn:
Build Custom WordPress Themes from Scratch
Integrated Bootstrap 5 within WordPress Theme
Optimize WordPress Theme for Maximum Speed & Load Time
Learn Different Type of Hooks, Filters and Actions
Learn to Add Custom Logo for WordPress Themes
Build Optimized Search Engine within for WordPress Site
Register & Integrate Bootstrap 5 Navigation System
Learn to Create Posts, Pages, Custom Page Templates
Create Custom Widgets for Your WordPress Theme
Learn to Add Advanced Custom Fields for Posts and Pages
Learn to Add Custom Post Type for Post and Pages

Requirements
You need to know basics of HTML5 & CSS3
You need to know basics of Bootstrap
You need to know basics of PHP & MySQL


Description
Hey guys welcome, first of all I would like to thank you guys for choosing my course "WordPress Theme Development with Bootstrap 5 (2021)". It's a great pleasure for me to teach this awesome course on how to build WordPress Themes from Scratch.

I have built this course keeping all beginners in mind, which make this course the most advanced way and the easiest way how you can build fast, secure and reliable WordPress Themes.

The primary focus on this course is to help you understand how WordPress themes work, and to help you build any kind of theme you like.

Before you can enroll for this course, you need to have some prior skills in PHP and MySQL, this will help you to easily build themes. You also need some prior skills in HTML5, CSS, CSS3 and some JavaScript and jQuery.

Along the course we will cover how you can build a simple plan first and get a basic and minimal theme setup. The first part of the course covers the basic stuffs.

In the second part is where the real fun begins, we will learn how we can create and setup a custom theme which works with Bootstrap 5 (Latest CSS framework).

We will create default pages, front pages, posts, comments, page templates and much more. We will also see how we can create custom Bootstrap 5 Menu's which will work flawlessly with our theme.

The we will get into adding Advanced custom fields to our Page templates, posts, and we will also earn how we can create custom post types.

With the help of ACF (Advanced Custom Fields), we will learn how we can add custom fields to our custom post types. We will use all the learning resources we can via the official WordPress website and build the most advanced WordPress theme.

The WordPress Theme which we build is going to be the fastest WordPress theme you have ever seen. I have made sure that we do not use any kind of customization plugins like Page builders and stuff, which will basically slow down our site. Instead we will build everything from scratch.

Finally, we will run a simple test via the GT Metrix to test out WordPress Theme, to check how fast can our WordPress Theme load in Real Time.

I hope you guys would enjoy the course, as much as I have enjoyed building this course for you. If you do have any questions or queries along the lessons, you can always post it in the Q and A section of the Course.

I will do my best to resolve any issues you face, or any queries you have as soon as possible. So let's get started. See you in the course.

Who this course is for
Anyone who wants to learn to Build Custom WordPress Themes
Anyone interested to learn to Speedup your WordPress Site
Anyone who wants to improve their skills in WordPress Theme Development
Anyone interested to learn WordPress Theme Development from Scratch

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The Complete SAS Programming reference



The Complete SAS Programming reference
Genre: eLearning | MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 6.60 GB | Duration: 15h 29m

SAS Programming from A to Z


What you'll learn
Learn the main components that make up SAS Programming language including DATA STEP, PROC STEPS, PROC SQL, and MACROS.
Every step will be covered to help you become fully functional including: reading from various sources, manipulating, reporting, and exporting
DATA STEP for manipulating data: concatenating, merging, subsetting/supersetting, variable assignment, conditional/Loops, Arrays
PROC STEPS: descriptive stats (PROC MEANS, PROC FREQ), reporting (PROC TABULATE), transposing data, formatting data, Importing/Exporting, inferential stats
Essential features of PROC SQL: Aggregate functions, Filtering, Joins, subqueries, Concatenating, similarities and differences with Oracle/MS SQL
How SAS processes data behind the scene: PROGRAM DATA VECTOR (PDV)
Essential elements of MACROS: the HOW and WHY of macros creation, the HOW and WHY of macros quoting


Description
In designing this course, we tried to incorporate the current state of affairs (--- in the INTERNET AGE---) when it comes to learning a programming language, where the sheer amount of resources

at our disposal can be both a curse and a blessing. This is no less true for SAS programming. There are more than enough resources for anyone embarking

on the goal of learning or upgrading their skills in SAS to rely on: (1) SAS particularly extensive documentation about all of their products, (2) the dynamically active community of programmers and users and their contributions; (3) the no less important arrays of courses (paid or not) offered, (4) and even the ability to learn from people next to us. We believe that none of these options is either the definitive solution, nor worthless.

However, for a learner, especially those with no prior knowledge about the programming, making the right choices can be both stressful and/or costly.

So we designed this course in a way to allow you to see the forest from steps/far away or from above so to help you build a contextual self-awareness before you step into it. Once, you have a sense of how your achievement will look like when you get there, we are convinced that (1) the journey will be less stressful, (2) any prior investment you have made or any investment you will make on that front will add value to this one. If you follow through our offer and give it a real try, many of the resources, you have found confusing before will likely start to sound valuable for you. In order to balance the need to help you get a complete picture of SAS programming and not make your journey endless, we put a serious emphasis on the WHY: why SAS does something the way it does; we go to the essential elements of each SAS component, so that you learn more than just the mechanics of making it work when you need it.

For example, in preparing the lesson about MACROS, we made sure to answer the following questions, among other things:

- Why do we need macros?

- how do we create macros (the different methods)

- why do we need different methods to create macros? how do the different methods compare?

- and when it comes to these tools, we let you know upfront that there are limitations (don't even know why we find the need to repeat this to you--- everybody knows that there is no such thing as a perfect/bugs free tool when it comes to POGRAMMING). So expect errors and work to fix them; any error you manage to fix yourself is one more stair on your stairways to professional experience. Don't be afraid of carefully reading your log, then your code again before you throw the towel; the most elementary errors (simple syntax errors, typos...) are the ones that will stick with you the longest in your journey. We highlighted some of those limitations (ex.: macro quoting).

At a high level, here is what we cover:

Part I: SAS Programming components

Lesson 1: DATA STEP

Lesson 2: PROC STEPS

Lesson 3: PROC SQL

Lesson 4: MACROS

******

Part II: SAS Programming Structure

Lesson 1: STEPS and STATEMENTS

Lesson 2: More on DATA STEP

******

Part III: Reading data into SAS

Lesson 1: Reading from various sources

Lesson 2: Reading using INPUT STYLES (raw data)

******

Part IV: SAS Program Data Vector (PDV)

Lesson: PDV

As you can see, we cover most SAS components/programming elements. For each lesson, we start with a few basic notions and expand in level of difficulty throughout the lesson.

Whether you intend to prepare SAS based certification (without going through the usual painful memorization exercise) or list this language on your resume, we are convinced that this course will helps you achieve your goals. A lot of practice exercises were included; they are targeted mostly at people who are acquiring this course with certification (base SAS) in mind.


Who this course is for:
Beginners who are looking for one-stop-shop source to help them navigate the often confusing resources available out there
Intermediates who have made some efforts in learning SAS programming, but who still often struggle making sense of many SAS notions
Individuals who want to list SAS on their resumes confidently


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The Complete Python Network Programming Course for 2021



The Complete Python Network Programming Course for 2021
Genre: eLearning | MP4 | Video: h264, 1280x720 | Audio: AAC, 48.0 KHz
Language: English | Size: 11.4 GB | Duration: 11h 47m

Learn Network Programming with the Full Featured Python Libraries


What you'll learn
Python basics and applying them to real world projects.
Extract information to any web location with Python
Network and HTTP Programming
TCP/UDP/IP Networks and Interfaces
IPv4 and IPv6 Internet Protocols
Using Sockets to connect servers and clients
Web Scraping with BeautifulSoup and Scrapy
Extracting Emails and Email Protocols with POP3 and IMAP
Interacting with web APIs


Description
Welcome the the Python Networking Course. Here you'll learn how to use Python for network programming, extract data in different formats over the web and request and retrieve web resources. You'll adopt variety of protocols, and you'll modify systems over the web with DNS and IP networking. We will start from the very basics with python 3.9 installations and continue to the advanced networking topics.

We will cover socket programming and develop practical client-to-server applications with API . The applications generated code will be endorsed through current web frameworks.

The Python Networking course is a great reference for computer science students, system administrators and experienced Python developers who are looking to expand their knowledge with Python Network Programming libraries. Even though the course is perfect for advanced programmers, prior experience with Python is not recommended. There are two section covering all Python basics.

Python network programming provides a broad exploration of the basic principles of the network. Python supports network programming and provides plenty of key libraries. You will also learn how to use powerful GUI applications to monitor your traffic such as Wireshark. It as a diagnostic tool for protocol research and network programming. We will also see how we can interact with Python's Wireshark with the pyshark module.

Socket Programming introduces the basics of sockets and the principles of UDP and TCP through examples involving the socket module with the IPv4 and IPv6 protocols. We will also cover asynchronous and non-blocking programming and HTTPS and TLS for the secure transport of data.

HTTP network programming covers the HTTP protocol and core Python modules such as the standard urllib library and the REST API connection request package. It also covers HTTP authentication mechanisms and how we can manage them through the request module. The Application Programming Interface in Action covers how to use Python to extract data from the major data formats on the web: HTML, XML, and JSON. A

Reaching email data by exploring Python modules that facilitate communication with email servers using the SMTP, POP3, and IMAP protocols. Practical code examples in Python 3.7 will illustrate most of the concepts.

Web Scraping with BeautifulSoup and Scrapy covers how to extract content from a web page by automating the information retrieval process using scraping techniques to automatically retrieve data from the web. We will cover some of the more powerful tools that we can find in Python 3.9, with a focus on BeautifulSoup and Scrapy.


Who this course is for:
Beginner Python Developers
Software Test Engineers
Everyone with the Desire to Learn Python for Networking
Employees in Software Companies
Computer Science/ Software Engineering Students


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The Complete iOS 14 / iOS 13 Developer Course - and SwiftUI



The Complete iOS 14 / iOS 13 Developer Course - and SwiftUI
MP4 | Video: AVC 1920 x 1080 | Audio: AAC 48 Khz 2ch | Duration: 37:16:29 | 22.91 GB
Genre: eLearning | Language: English

Learn iOS 14 development with Swift 5 + Xcode 12. Build apps, games (Instagram, Foursquare, and more), and also discover SwiftUI

About This Video

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In Detail

Do you know why application development with Swift is gaining a huge popularity?

The reason being programming in Swift will bring down the cost of software development, the speed of implementation, and the possibility of further innovation.

In this course, you are going to write real-life example apps, games, clones, and much more. You will learn and practice all details of Swift 5 and iOS development during these projects and challenges and will also get introduced to SwiftUI.

The topics that will be covered are Swift 5 beginner to advanced techniques, layout, push notifications, Parse, Firebase, Cocoapods, OneSignal, maps, core data, JSON and API, Back4App servers, social media development, ML, augmented reality, games with Sprite Kit, SwiftUI, design essentials with Adobe XD, widgets, and app storage.

You are also going to work on projects such as Art Book, Catch the Kenny, Currency Converter, Travel Book, Foursquare Clone, Instagram Clone, Snapchat Clone, Angry Bird Clone, Image Recognition App, and so much more. We are going to cover both Firebase and Parse with their latest and most updated versions!

By the end of the course, you will be able to write and design a real app and upload it to the AppStore at the end of this course. When you finish this course, you will be able to understand how you can write any iOS app you want.

The Art of Doing: Video Game Creation With Python and Pygame



The Art of Doing: Video Game Creation With Python and Pygame
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + srt | Duration: 91 lectures (17h 8m) | Size: 7.6 GB

From simple games using single images to complex games using classes and 100 sprites, this course will cover it all!

What you'll learn:
Fundamentals of the Pygame library and overall video game design.
The use of Classes and Inheritance to make complex code more organized and efficient.
How to create surfaces, blit images, render text, handle user input, and detect collisions.
How to work with sprites, sprite groups, and more robust collision methods.
How to create our own tile map and read a tile map to design a game level.
How to use 2 dimensional vectors to handle complex platformer motion such as running and jumping under gravity and friction.
How to add custom character animations using sprite sheets to help make our games really come to life.
How to use collision masks to have pixel perfect collisions when needed.
Create 7 awesome games in total! 4 that are very beginner friendly, 2 that are intermediate, and 1 that is advanced.

Requirements
Basic Python/computer science understanding.
Students should understand basic things like variables, lists, loops, and conditionals as I wont really spend time teaching these concepts but rather showing how to use them in larger projects.
In the second half of the course we will be switching to using classes extensively. I will spend some time reviewing and teaching the topics of classes and inheritance but prior knowledge may be helpful.


Description
Have you learned the fundamentals of Python and then asked yourself; what's next?

If so, consider taking this course which will start you on your journey to making your own playable, fun, and rather addicting video games using Python and the Pygame library.

So often, when students ask for advice they are told to, "Go build something" or "Get involved on a project" but have no idea what projects to build or get involved in.

This course will set you on your way! In this course I will walk you though, step by step, on how to to design the layout and the functionality of 7 unique, engaging, and most importantly, FUN games. By the end of this course, I promise that you will be coming up with your own game ideas and feel confident enough in your abilities to create them.

In my experience teaching computer science, students tend to flourish under the basics but hit a wall when we approach object oriented programming. The shift to using Classes as a way to structure code is difficult and often times students don't have enough exposure to meaningful examples of how to use Classes to help make complex code more efficient. I believe by the end of this course, you will understand how to use classes.

This course is designed in such a way that NO KNOWLEDGE OF CLASSES is needed to start! We will begin by learning the fundamentals of the Pygame library and video game design concepts as we move onto making 4 very fun arcade style games.

Feed the Dragon: Using your arrow keys, move the dragon up and down, trying to eat as many gold coins as you can. The more coins you eat, the faster you move!

Click the Clown: Using your mouse, click the clown on your screen as he moves in random directions. With each click, he moves faster and faster!

Snake: Relive the glory days of cellphone gaming circa 2000 with the classic Snake style game!

Burger Dog: Feed a hungry pup burgers that are falling from the sky. Time your speed boosts just right to catch those burgers that are just out of reach!

We will then review/teach concepts of classes and inheritance in Python as they are crucial tools to help us take our games to the next level using Sprites and Sprite Groups. We will spend some time learning more intermediate concepts such as how to use sprites, sprite groups, and various sprite collision detection methods as we move onto making 2 intermediate level games.

Monster Wrangler: A heroic Knight must wrangle various monsters on the screen. Be careful to collect the right type of monster; collect the wrong one and you will be punished!

Space Invaders: Who doesn't love space invaders???? Save civilization from wave after wave of impending aliens slowly (and then quickly) creeping across and down the screen in that classic Space Invader motion!

The third portion of this course will focus on more advanced topics such as creating a tile map and using/reading it to create more complex level designs, using 2 dimensional vectors to aid with more complex player movement such as running and jumping under forces of friction and gravity, and adding character animations to make our games really come to life! We will use these more advanced concepts as well as all of our previous knowledge to make one last game that will be a great final project for you to show off!

Zombie Knight: It's dark, spooky, and the zombies have risen!!! In this classic style platformer, you a trusty Knight must survive night after night of zombie attacks. Jump from platform to platform. Use portals to teleport across the level. Attack zombies with your trusty sword to kill them....BUT, you must remember; zombies can always rise from the dead! Finish them off for good by stomping on them once you kill them with your sword! Most importantly, collect valuable rubies and prevent more zombies from rising!

I'm really proud of this class. I really believe it not only is a great learning experience but it is also A LOT OF FUN! I hope you consider joining and taking part in the learning.

Who this course is for
Beginner Python developers curious about video game design and the Pygame library.
Beginner Python developers looking to strengthen their understanding of Classes and how they can be used in larger projects.
Beginner Python developers who have a love for classic style arcade games.

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