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Advanced Blockchain Course in Python

Advanced Blockchain Course in Python
Published 07/2022
Genre: eLearning | MP4 | Video: h264, 1280x720 | Audio: AAC, 48.0 KHz
Language: English | Size: 6.24 GB | Duration: 76 lectures • 13h 25m



What you'll learn
You will build the complete Blockchain from Scratch
You will also build the Blockchain Explorer
In depth knowledge of how Blockchain Works under the hood
You will learn how decentralized Technology Works
You'll also learn the advanced Python concepts


Requirements
Python & Basic HTML/CSS Knowledge

Description
As a developer, learning Blockchain is the best investment you can make. I switched careers from Mainframe to Blockchain developer. Learning a new technology can be intimidating, but trust me, if you join me on this journey, you will not be disappointed. Blockchain is currently a popular skill set. According to Glassdoor, the demand for blockchain-based jobs increased by 600 percent between 2020 and 2021. There is a shortage of Blockchain Developers, and companies are willing to pay high salaries.

This is an excellent time to learn blockchain technology. Blockchain will transform every industry, not just finance, over the next ten years. It is a common misconception that blockchain is only used in banking and finance. Although banking and finance are the most talked about industries, Blockchain is also being used in retail, supply chain, healthcare, and other areas. Blockchain applications are limitless.

In this course, you will learn all of the fundamental Blockchain concepts as well as how to create digital currency similar to Bitcoin. There is no prior Blockchain knowledge required. This course was created with Beginner to Advanced Level learners in mind. Learn Blockchain by creating your own coin from scratch, and you will be able to use that knowledge in your company or to start your own Blockchain start-up after completing this course.

This is a comprehensive Blockchain course in which you will spend 99 percent of your time coding the Blockchain. This course emphasizes Project-based learning over theory. After completing this course, you will be capable of creating your own Blockchain with new rules and applying this knowledge in your professional career. This project can also be added to your portfolio and resume.

Who this course is for
Anyone how wants to learn and build the Blockchain from Scratch just like Bitcoin.
Someone who wants to start their Blockchain Start up
Students who want to add amazing Blockchain Project in their Portfolio

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CBTNuggets - Ansible

CBTNuggets - Ansible
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 135 Lessons (20h 7m) | Size: 6.74 GB

In this intermediate Ansible skills training, DevOps professionals will learn about orchestration and automation infrastructure.

Ansible is one of the most popular automation engines on the market today. The orchestration and automation skills you'll learn in this training will provide you with in-demand DevOps skills. Seasoned DevOps pros that complete this training will be better prepared to transition into DevOps engineer positions.

This DevOps training may not map to a Ansible exam, but it's still a valuable tool for DevOps professionals who want to learn about orchestration and automation infrastructure. After completing this Ansible training you'll know how to automate application deployment, cloud provisioning, configuration management, and several other tasks using the open source automation platform Ansible.

With at least 3 to 5 years of experience, DevOps professionals who complete this DevOps course will be well positioned to step into DevOps engineer roles.

For anyone who manages DevOps professionals, this Ansible training can be used to onboard new DevOps professionals, curated into individual or team training plans, or as a Ansible reference resource.

Ansible: What You Need to Know
This Ansible training has videos that cover topics including

Installing Ansible
Configuring Ansible Clients
Managing Ansible Inventory
Creating and managing Ansible Playbooks
Debugging Ansible Playbooks
Understanding Ansible roles
Automating networks with Ansible

Who Should Take Ansible Training?
This Ansible training is considered professional-level Ansible training, which means it was designed for DevOps professionals. This orchestration and automation infrastructure skills course is designed for DevOps professionals with three to five years of experience with DevOps.

New or aspiring DevOps professionals. Ansible is one of the most valuable tools a DevOps pro can master. Aspiring DevOps engineers who learn the ins and outs of Ansible can be a valuable resource to businesses looking to automate their deployment pipelines. In this training, you'll learn how to automate app deployment, provision cloud infrastructure, and implement configuration management best practices.

Experienced DevOps professionals. Ansible is one of the most popular automation engines on the market today. The orchestration and automation skills you'll learn in this training will provide you with in-demand DevOps skills. Seasoned DevOps pros that complete this training will be better prepared to transition into DevOps engineer positions.

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VMware vCenter Virtualization

VMware vCenter Virtualization
Published 07/2022
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + srt | Duration: 108 lectures (15h 49m) | Size: 5.5 GB

Learn VMware virtualization and its concepts, vSphere, how to download and deploy VMware vCenter

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What you'll learn
The set of skills which can be obtained from this VMware Training are such as VMware, Virtualization, vCenter, vSphere, Virtual Machines
Learn Hypervisor, ESXi, VM Creation, vCenter Installation, Files in the Web client, ESXi host, Alarms, vSphere HA and Cluster, Master-Slave Configuration
The several other skills from this course are such as VMotion, Snapshots, EVC, Standard Switch, Network Load Balancing, Distributed Switches
The course also contains a set of tangible skills such as network and desktop virtualization, hypervisor, vSphere, vCenter, memory allocations, resource sharing

Requirements
Basic knowledge on VMware administration: The course has few prerequisites such as it requires basic knowledge on server administration or VMware or Virtualization concepts or technologies to run the shared resources or virtualized networks across the data centers. Knowledge in any ESXi server or vCenter Server: A basic knowledge on the usage of VMware technologies like VMware servers, vSphere or vCenter servers, hypervisor concepts is an added advantage to easily learn the VMware concepts. This VMware Training gives more benefits in terms of Virtualization for any Server Admin or VMware Admin.

Description
VMware is a virtualization concept that is based on virtualizing or containerizing different types of operating systems in the form of cloud computing for easy access to resources. It was developed by VMware Inc. software company which provides cloud computing and platform level virtualization services for desktops and servers. The virtualized services can be anything of applications or servers or storage or networks. There are a lot of benefits of using Virtualization are such as operational costs reduction, very minimum or negligible downtime, more efficiency, productivity, responsivity, English The main properties of Virtualization are isolation, encapsulation, partitioning, hardware independence, English In VMware, the virtualization concepts are of two types called Server Virtualization or Network Virtualization. Virtualization mainly isolates the physical hardware from the user work environment. The Virtual Machines have thin layers of isolation called hypervisor which makes the different virtual machines to be run on a single host.

The Server Virtualization is responsible for running multiple operating systems on a single server with high efficiency that increases the application performance and high availability of the server. The virtualization can also be related to desktops where the virtualized desktops can be shared with the remote locations easily and instantly

The set of skills which can be obtained from this VMware Training are such as VMware, Virtualization, vCenter, vSphere, Virtual Machines, Hypervisor, ESXi, VM Creation, vCenter Installation, Files in the Web client, ESXi host, Alarms, vSphere HA and Cluster, Master-Slave Configuration, English

The several other skills from this course are such as VMotion, Snapshots, EVC, Standard Switch, Network Load Balancing, Distributed Switches, Standard to DV Switch Migration, English

The other skills which can be obtained on completion of this Online VMware Course are such as Impact Analysis of DV Switch, Clone Template, app Linux Basic Command, Installing Win7 in VM Ware workstation, VM Ware Player, VM Ware Converter Standalone, VM Ware Shared Machine, and VM Ware Machine Snapshot.

The course also contains a set of tangible skills such as network and desktop virtualization, hypervisor, vSphere, vCenter, memory allocations, resource sharing, English

This VMware Training contains skills that are required for VMware developers or Server Admins to administrate the servers and applications based on the resource allocations and configurations

Who this course is for
Students or Professionals with VMware Administration experience: Any student or working professional with VMware administration experience or any system administration or server administration experience can choose this course. It is highly recommended to have basic knowledge of the virtualization technologies or hypervisor or server or network virtualization techniques. Anyone interested in learning or working on VMware or vCenter or vSphere servers are the target audience for this course. System Administrators or System Engineers or command line working experience: All the System Administrators, or Systems Engineers or Server Admins are the target audience for this VMware course. Anyone with a relative server or VMware admin skills can choose this course. Any professional is eligible to opt for this Online VMware course with roles such as System Admins, Network Admin, Data Analyst, Virtualization Consultant, VMware System Administrator, Systems Engineer, Technical Support Engineer, Windows System Administrator, Citrix Administrator, Technical Specialist, Linux Administrator, etc

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CompTIA A+ Core 1 (220-1101), 2nd Edition

CompTIA A+ Core 1 (220-1101), 2nd Edition
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 9.14 GB | Duration: 29h 41m

35+ Hours of Video Instruction

One Line Sell

More than 35 hours of video instruction covering all topics on the CompTIA A+ Core 1 (220-1101) exam.

Overview

CompTIA A+ Core 1 (220-1101) Complete Video Course (Video Training) features 35 hours of video training that serves as your complete resource to get exam ready for the updated CompTIA A+ Core 1 (220-1101) exam. The course acts as a full study resource so you can gain a solid understanding of A+ skills. David L. Prowse provides a hands-on approach to learning, covering all objectives in the exam but also going deeper with demos and labs--both live-action hardware and virtual software--so you can see in real time how to troubleshoot and fix real hardware, software, and network problems.

CompTIA A+ Core 1 (220-1101) Complete Video Course (Video Training) contains 32 lessons that start with an overview of mobile devices, networking, hardware, and software analysis, including storage devices, CPUs, motherboards, add-ons, printers, English, before covering virtualization, cloud computing, hardware, and network troubleshooting.
While other courses teach with slides only, best-selling author David L. Prowse gives you the real-world training you need by

Examining hands-on configuration labs in real time
Exploring troubleshooting techniques: highlighting how to determine and then fix common problems that you'll find on the exam and in your work
Building a computer live on camera so you can see first-hand how to accomplish this key task
Topics include

Module 1: Mobile Devices
Module 2: Networking
Module 3: Hardware
Module 4: Virtualization and Cloud Computing
Module 5: Hardware and Network Troubleshooting
About the Instructor

David L. Prowse is an author, technical trainer, and technology problem solver. His titles for Pearson include previous editions of the CompTIA A+ Exam Cram, CompTIA A+ Complete Video Course, and CompTIA A+ Practice Questions. He supports his products and answers questions at his website:

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Skill Level

Intermediate to Advanced

Learn How To

Install and configure laptop hardware
Compare, contrast, connect, and configure mobile devices
Troubleshoot motherboards, CPUs, RAM, hard drives, RAID arrays, video, and mobile devices
Use network tools such as twisted-pair cabling and testing tools, patch cable, loopback cables, and Wi-Fi analyzers
Configure networking: IPv4, IPv6, subnet masks, VLAN, English
Who Should Take This Course

Anyone looking to pass the CompTIA exam
Anyone interested in entering the IT field
Current computer technicians, help desk technicians, and LAN support specialists
About Pearson Video Training

Pearson publishes expert-led video tutorials covering a wide selection of technology topics designed to teach you the skills you need to succeed. These professional and personal technology videos feature world-leading author instructors published by your trusted technology brands: Addison-Wesley, Cisco Press, Pearson IT Certification, Sams, and Que. Topics include IT Certification, Network Security, Cisco Technology, Programming, Web Development, Mobile Development, and more. Learn more about Pearson Video training at

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CBTNuggets - Advanced Network Automation with Cisco and Python

CBTNuggets - Advanced Network Automation with Cisco and Python
Released 09/2020
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 215 Lessons (31h 8m) | Size: 10.4 GB

This intermediate Advanced Network Automation with Cisco and Python prepares network engineers to incorporate Nornir's inventory abstraction and concurrent task execution into your network CI/CD automation environment

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Technologies around network automation and continuous integration and delivery/deployment continue to improve, and make it all the more possible to build, test and merge code seamlessly. But at the same time, many of the tools and languages that are made to monitor, maintain and, ultimately, release code into the wild are so complicated and nuanced that learning the tools themselves is a harder task than just implementing and maintaining CI/CD practices in the first place.

After finishing this Advanced Network Automation with Cisco and Python training, you'll know how to incorporate Nornir's inventory abstraction and concurrent task execution into your network CI/CD automation environment.

For supervisors, this Cisco training can be used to onboard new network engineers, curated into individual or team training plans, or as a Cisco reference resource.

Advanced Network Automation with Cisco and Python: What You Need to Know
This Advanced Network Automation with Cisco and Python training covers Nornir topics including

Advanced filtering
Handling connections to devices
Inspecting complex structures
Using ipdb with Nornir
Transforming inventory data

Who Should Take Advanced Network Automation with Cisco and Python Training?
This Advanced Network Automation with Cisco and Python training is considered professional-level Cisco training, which means it was designed for network engineers. This Nornir skills course is designed for network engineers with three to five years of experience with network automation and CI/CD tools and practices.

New or aspiring network engineers. If you're just starting out as a network engineer, watch out: advanced network automation and CI/CD automation is - frankly - advanced. But if you know your organization is interested in pursuing CI/CD, or is struggling with implementing network automation tools, you could boost your career by investing early in understanding how Cisco and Nornir work together to make CI/CD automation a reality.

Experienced network engineers. The obvious benefits of Nornir's backwards compatibility and small codebase will appeal to network engineers with several years of experience. If you've been thinking about network automation for some time, you'll probably appreciate what Nornir does to improve code quality: linting, code style, static type checking, and unit testing. Nornir and Cisco have advanced CI/CD tools and resources, you can learn about them with this training.

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ITProTV - Cisco CCT Routing and Switching (100-490)

ITProTV - Cisco CCT Routing and Switching (100-490)
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 23 Lessons (6h 35m) | Size: 6 GB

Practical Cisco Support Technician Skills

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The Cisco CCT Routing and Switching course is not for the complete novice to computing and networking but is designed to increase the level of competency in networking fundamentals, configuring devices remotely, basic troubleshooting (layer 1 and layer 2) and recognizing connectivity issues. Also the you will become familiar with Cisco devices and systems that a field technician will need to develop as they assist clients with their networking equipment.

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Cert Prep: Cisco CCNP Security SNCF (Exam 300-710)

Cert Prep: Cisco CCNP Security SNCF (Exam 300-710)
Released 07/2022
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Skill Level: Intermediate | Genre: eLearning | Language: English + srt | Duration: 10h 29m | Size: 12.1 GB

When it comes to Cisco security solutions, Cisco Firepower devices have become extremely popular tools. This is especially true if you work in an enterprise environment and need simplified but robust firewall management. In this course from ITProTV, learn how to master advanced security skills to prepare for the Cisco CCNP Securing Networks with Cisco Firepower (SNCF) 300-710 exam.

Get tips for using AWS to build a virtual practice lab for the Cisco Firepower Management Center. Discover strategies for deployment, custom configuration, management and troubleshooting, dashboards, and integration. If you're looking to upskill as an advanced networking professional, the CCNP Security SNCF certification could be exactly what you need.

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25 Data Science & Machine Learning Projects + Virtual Intern

25 Data Science & Machine Learning Projects + Virtual Intern
Published 07/2022
Genre: eLearning | MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 14.7 GB | Duration: 112 lectures • 24h 56m



What you'll learn
Learn Model Deployment on Amazon Web Service(AWS), Google Cloud(GCP), Microsoft Azure, Heroku, Flask API, Streamlit
Learn how to build machine learning model with algorithms
Understand the implementation of machine learning algorithms
Become confident in explaining data science code during interviews
Build your own Deep learning algorithm
Build your own Neural Network
Build your own Computer Vision Apps
Build your own Natural Language Processing(NLP) Apps
Do Virtual Internship and Hackathons


Requirements
This is a projects based course for Data Science and Machine Learning
Although this course is taught right from the very basics to advanced, having a basic knowledge of Python and Machine Learning is recommended.
Users can understand the concepts from: The Full Stack Data Scientist BootCamp® course on Udemy

Description
Since 2016, Data Science has remain the sexiest and the most sort after career in the world.

Data Scientist command huge salaries and many companies spend most of their budget hiring skilled Data Scientist to optimize their products.

Over the past 2-3 years, getting a Data Science job has become very competitive due to its lucrative salaries and working conditions. A lot more people now desire to be Data Scientist than any other field making the field even more competitive.

Recruiters have changed their strategies of recruiting candidates for Data Science roles.

Hiring managers have shifted their focus from just certificate qualification of applicants to considering their portfolio and projects.

The only way to get ahead of the competition is to build a stunning portfolio that will catch the attention of recruiters of your skillset. There is no better way to make recruiters know that you are the right candidate than showing your project portfolio.

In this course, you will learn along the carefully selected projects and practice to really understand how the various Machine Learning algorithms are implemented. Also practicing alongside will aid you to be in control and explain the concepts during your interview sessions.

You will watch the instructor build awesome projects and then you will have project assignments to also practice on your own and submit for instructor to check for you.

The projects are carefully selected from different domains to cater for the diversity of the work you will be doing when employed.

We have categorized the projects into beginner level, intermediate level and advanced level.

Who this course is for
Anyone who wants to understand the concepts on Data Science and Machine Learning
Anyone who wants to pass their Data Science interviews easily
Anyone who wants to build strong Data Science and Machine Learning portfolio to get hired
Anyone who is interested to become a Full Stack Data Scientist
Any student who want to enter the field of Data Science after college
Anyone interested in the field of Artificial Intelligence
Anyone interested in the field of Computer Vision
Anyone interested in the field of Natural Language Processing
Anyone enrolled in other course and finding it difficult to understand the concepts
Anyone who wants to practice the concepts in Data Science and Machine Learning

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Pardot Online Training Course Certification Exam Prep

Pardot Online Training Course + Certification Exam Prep
Last updated 7/2022
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 6.55 GB | Duration: 6h 18m

Learn Pardot and prepare for Pardot Specialist and Consultant exam



What you'll learn
This course is perfect to lay down the strong foundation in Pardot
Some real world Pardot best practices and examples for your projects
Know how to use Pardot Reports and measure true ROI on all your Campaigns
Gain knowledge and do test to get certified and build a successful career as a Pardot Admin
Have access to 195+ quizzes that will help you pass Pardot Specialist and Consultant certifications

Requirements
No previous experience with Pardot is necessary
No previous experience with Salesforce is necessary
You will learn everything you need to know to get certified and ready for your projects

Description
Want to increase your ROI & close more deals?Your transformation into a professional who can do that begins here!This focused Pardot training is created for Salesforce consultants, digital marketers, or someone who wants to have a head start with the Pardot platform.As a result of completing this course you will:- Have a strategic and logical approach to everything that you build in Pardot!- Know real-world Pardot best practices and examples for your projects!- Know how to setup a Pardot to after measure true ROI on all your Campaigns!- Gain all the required knowledge to get certified and build a successful career as a Pardot Admin.- Forever eliminate any doubts of not knowing how to successfully implement and mainatain Pardot instance.- Have access to 180+ quizzes that will help you pass Pardot Specialist and Consultant certifications!What is the expected process:- You go through the lectures one by one.- You take quizzes to strengthen your knowledge and prepare yourself for exams- You will get access to HTML and CSS code examples, and experienced consultant best practices to test in your orgSay hi, to your lecturer Kristina Alexandra!Kristina Alexandra knows Pardot inside out. As 8x certified Salesforce and Pardot expert and digital marketing consultant, she's spent the last 8 years helping other businesses to utilize Salesforce, Pardot social media and content marketing effectively.Lucky for us, she decided to share her knowledge with the world by building an online course!When Kristina had the idea to build online courses, she was running a consultancy that helped small, medium and large businesses implement Pardot automation platform and develop a marketing strategy. Like many in the Salesforce community, Kristina discovered online courses while looking for better ways to deliver her expertise to the volume of people asking.

Overview
Section 1: Introduction

Lecture 1 What is Pardot?

Lecture 2 Brief history of Pardot

Lecture 3 Why businesses choose Pardot?

Section 2: Pardot Administration

Lecture 4 Dashboard

Lecture 5 Settings

Lecture 6 Filters

Lecture 7 Score & Scoring Categories

Lecture 8 Connectors

Lecture 9 Domain Management

Lecture 10 Standard & Custom Objects

Lecture 11 Standard & Custom Fields

Lecture 12 Prospect Import

Lecture 13 Prospect Export

Lecture 14 Recycle Bin

Lecture 15 Security

Lecture 16 Users

Lecture 17 Queues

Lecture 18 Groups

Lecture 19 Roles

Lecture 20 Folders

Section 3: Marketing

Lecture 21 Naming Conventions

Lecture 22 Automation Rules

Lecture 23 Page Actions

Lecture 24 Connected Campaigns

Lecture 25 Custom Redirects

Lecture 26 Dynamic Content

Lecture 27 Files

Lecture 28 Email Templates (Published and Drafts)

Lecture 29 List Emails (A/B Testing, Testing, Scheduling)

Lecture 30 Preference Center Page

Lecture 31 Engagement Studio

Lecture 32 Form Handlers

Lecture 33 Forms

Lecture 34 Layout Templates

Lecture 35 Landing Pages

Lecture 36 Search Marketing (Keywords, Competitors, Paid Search, Site Search)

Lecture 37 Segmentation Lists

Lecture 38 Tags

Lecture 39 Social Posting

Lecture 40 Visitors and Prospects

Section 4: Reports

Lecture 41 Reports

Section 5: Advanced

Lecture 42 Sandboxes

Lecture 43 Testing in the Sandbox

Section 6: Congratulations

Lecture 44 Well done!

Salesforce consultants,Digital marketers,Someone who wants to have a head start with the MCAE Pardot platform

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ITProTV - AWS Certified Solutions Architect - Associate (SAA-CO2)

ITProTV - AWS Certified Solutions Architect - Associate (SAA-CO2)
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 60 Lessons (15h 46m) | Size: 11.3 GB

Designing distributed applications on AWS platform

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AWS Certified Solution Architect Associate exam is intended for individuals with experience designing distributed applications and system on the AWS platform. In preparation for the exam, you will build familiarity with designing and deploying scalable systems in AWS, services that provide an alternative to your on-premises solution, ingress and egress of data with respect to the AWS platform. Moreover, you will develop the ability to select the appropriate service based on data, compute, or security while utilizing AWS best practices for architecture and cost management. We will see you there!

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CBTNuggets - Intro to IT Infrastructure Training

CBTNuggets - Intro to IT Infrastructure Training
Released 06/2022
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 38 Lessons (6h 55m) | Size: 5.24 GB

This foundational CompTIA IT Fundamentals training prepares learners to take the FCO-U61 exam, which is the one exam required to earn the IT Fundamentals certification

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CompTIA's ITF+ is a certification unlike almost anything else in the IT field. Originally designed to test aptitude in IT concepts, it expanded to cover the basics of computing, infrastructure, coding, databases, and security. What was once a helpful spot check for whether or not you should get into an IT career has become a respected first step on the road to IT proficiency.

This IT Fundamentals course covers the ITF+ exam objectives. It's a perfect way for students who are thinking about getting started in IT to get their foot in the door. It's also ideal for helping people who work alongside IT personnel or whose job calls for an understanding of information technologies never feel lost at sea with their high-tech tools.

For anyone who manages aspiring IT professionals, this CompTIA training can be used for FCO-U61 exam prep, onboarding new or aspiring IT professionals, individual or team training plans, or as a CompTIA reference resource.

IT Fundamentals: What You Need to Know
This IT Fundamentals training has videos that cover topics such as

Comprehending the basics of notation, computing and data
Connecting and setting up simple hardware and network devices
Managing the use of applications on computers and servers
Understanding programming languages and formal logic
Explaining database concepts and differences

Who Should Take IT Fundamentals Training?
This IT Fundamentals training is considered foundational-level CompTIA training, which means it was designed for non-technical professionals or aspiring IT professionals with no experience at all.

Basic IT user training. The most obvious non-technical audience for this IT Fundamentals training is sales and marketing staff who work in IT-related fields. But if you supervise IT personnel, manage acquisitions or personnel for IT teams or rely on a broad understanding of IT to do your job, it's also ideal. This training walks you through every step to a strong foundation in understanding IT's fundamentals.

New or aspiring IT professionals. If you hope to eventually start a career in IT, this IT Fundamentals course is the perfect start. That's especially true for students or anyone who doesn't have the time to commit to a larger, more substantial certification like A+ or the CCNA. This training is a way to get your feet wet, show your commitment to the career field, and learn the basics while working toward building your career.

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Feature Engineering For Data Science

Feature Engineering For Data Science
Published 07/2022
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 208 lectures (13h 13m) | Size: 5.75 GB

Learn Data Engineering | Feature Encoding | Feature Normalization | Top 10% Skills of Data Scientist Skills

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What you'll learn
Master Exploratory Data Analysis (EDA) With Python
Master How To Deal With Messy Data
Master How To Deal With Outliers
Master How To Deal With Missing Data
Master How To Deal With Data Leakage
Learn How Deal With Poor Machine Learning Algorithms & Models
Know How To Deal With Complex Data Cleaning Issues In Python
Learn Automated Modern Tools And Libraries For Professional Data Cleaning And Analysis
Get The Skill Needed To Be Part Of The Top 10% Data Analytics and Data Science
Learn The Best Ways To Prepare Your Data To Build Machine Learning Models
Master Different Techniques Of Dealing With Raw Data
Perform Industry Level Data Engineering
Learn Feature Encoding
Learn Feature Normalization
Any student ready to learn how to deal with complex machine learning problems such as imbalance data, data leakage, basic to advanced Feature Engineering etc.

Requirements
This is a beginner friendly course and does not require any pre-requisite

Description
Interested in the field of Data Analytics, Business Analytics, Data Science or Machine Learning?

Do you want to learn Beginner to Advanced level Feature Engineering?

Do you want to know the best ways to clean data and derive useful insights from it?

Do you want to save time and easily perform Exploratory Data Analysis(EDA)?

Then this course is for you!!

According to Forbes: "60% of the Data Scientist's or Data Analyst's time is spent in cleaning and organizing the data..."

In this course, you will not just get to know the industry level strategies but also I will practically demonstrate them for better understanding.

This course has been practically and carefully designed by industry experts to reflect the real-world scenario of working with messy data.

This course will help you learn complex Data Analytic techniques and concepts for easier understanding and data manipulations.

We will walk you through step-by-step on each topic explaining each line of code for your understanding.

This course has been structured in the following form

Introduction To Basic Concepts

How To Properly Deal With Python Data Types

How To Properly Deal With Date and Time In Python

How To Properly Deal With Missing Values

How To Properly Deal With Outliers

How To Properly Deal With Data Imbalance

How To Properly Deal With Data Leakage

How To Properly Deal With Categorical Values

Beginner To Advanced Data Visualization

Different Feature Engineering Techniques including

Feature Encoding

Feature Scaling

Feature Transformation

Feature Normalization

Automated Feature EDA Tools

pandas-profiling

Dora

Autoviz

Sweetviz

Automated Feature Engineering

RFECV

FeatureTools

FeatureSelector

Autofeat

This course aims to help beginners, as well as an intermediate data analyst, students, business analyst, data science, and machine learning enthusiasts, master the foundations of confidently working with data in the real world.

Who this course is for
Anyone interested in becoming a Data Scientist
Anyone interested in becoming a Machine Learning Engineer
Any student interested in learning the best ways to prepare your data for building Machine Learning algorithm & models
Anyone interested in knowing how Data Engineering is done in the industry

Download: Englische Tutorials

Download: Englische Tutorials

Download: Englische Tutorials

Download: Englische Tutorials

Download: Englische Tutorials

Download: Englische Tutorials

Download: Englische Tutorials

 

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Englische Tutorials

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