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Beginning Data Science with Python and Jupyter
.MP4, AVC, 400 kbps, 1280x720 | English, AAC, 128 kbps, 2 Ch | 2h 49m | 723 MB
Instructor: Chris Dalla Villa​

Perform reproducible data analyses with these data exploration tools

Getting started with data science doesn't have to be an uphill battle. This step-by-step video course is ideal for beginners who know a little Python and are looking for a quick, fast-paced introduction. Get to grips with the skills you need for entry-level data science in this hands-on Python and Jupyter course. You'll learn about some of the most commonly used libraries that are part of the Anaconda distribution, and then explore machine learning models with real datasets to give you the skills and exposure you need for the real world.We'll start with understanding the basics of Jupyter and its standard features. You'll be analyzing an example of a data analytics report. After analyzing a data analytics report, next step is to implement multiple classification algorithms. We'll then show you how easy it can be to scrape and gather your own data from the open web, so that you can apply your new skills in an actionable context. Finish up by learning to visualize these data interactively.

What You Will Learn

Identify potential areas of investigation and perform exploratory data analysis
Plan a machine learning classification strategy and train classification models
Use validation curves and dimensionality reduction to tune and enhance your models
Scrape tabular data from web pages and transform it into Pandas DataFrames
Create interactive, web-friendly visualizations to clearly communicate your findings

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CISM Cert Prep: 2 Information Risk Management
.MP4, AVC, 200 kbps, 1280x720 | English, AAC, 160 kbps, 2 Ch | 3h 30m | 460 MB
Instructor: Mike Chapple​

Prepare to pass the Certified Information Security Manager (CISM) exam. In this course, Mike Chapple dives into the topic of information security risk management practices, helping you bolster your ability to identify, assess, and mitigate risks as you prepare for the Information Risk Management exam domain. Mike goes over the key steps of the risk assessment process, the possible risk management options, and frameworks and tools that can help you keep your organization safe. He also includes comprehensive coverage of the many cybersecurity threats facing modern organizations, including viruses, adware, and advanced persistent threats (APTs). Learn about business continuity, disaster recovery, legal and regulatory compliance, and more.

Topics include:

Using information classification
Selecting and implementing security controls
Conducting ongoing risk management activities
Comparing adware, spyware, and ransomware
Dangers posed by advanced persistent threats (APTs)
Understanding attackers
Types of attacks, including networking and password attacks
Social engineering attacks
Scanning for vulnerabilities
Business continuity and disaster recovery planning
Managing vendor relationships

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Dan Meadors - The Amazon Wholesale Formula
MP4+PDF | AVC 382kbps | English | 1280x720 | 30fps | 21 hours | AAC stereo 128kbps | 5.78 GB
Genre: Video Training | Business, Sales, Marketing
Amazon has many types of sourcing methods you can employ to be the fuel for your sales and profits. Your sourcing methods are essentially the lifeline to your business. As many of you reading this have probably done, Eric (my business partner) and I have experimented with many types of sourcing methods in our Amazon journey. We believe we have found the method that truly gives us the best opportunity to succeed and scale our business.​

There are many ways that you can do wholesale, all of which function differently. The model that we utilize consists of contacting the brand owner/manufacturer directly and setting up a direct account with them. By using this method, the vast majority of our products are replenishment-based, which means that we realize monthly recurring profits from them. In turn, this means we are able to grow our business simply by adding new accounts.

Now I will tell you the five reasons, in my opinion, you should add wholesale to your business:
1. Predictable Cash Flow
Cash flow is king in any commodity-based business. Our current product selection, by working directly with the manufacturer, allows us to purchase products in the windows we need. For example, we project the amount of product we will need for a given window, say 30-45 days of inventory, then we order that much. We reorder and replenish when necessary. This allows us to project our sales, profits and investable cash to scale our business. In your business, cash is a weapon. Being able to predict your sales and profits will give you the knowledge to use that weapon effectively.

2. Faster Processing and Systemizing
When you transition your purchasing to wholesale, you will realize that you are able to process products much more quickly. Your products come to you case packed and are uniform. This was a very noticeable change for us. Instead of coming up with strategies, or makeshift plans to process small quantities of individual items, we were developing streamlined processes to deal with large quantities of the same product. Now our products are generally received by our staff and are processed within a 24-48 hour window. This is simply not possible with an unsorted set of inventory. Another amazing phenomenon here is that your processing costs go down as you grow. The more items you process within a window of time reduces your processing cost per item, which allows you to become more price competitive!

3. Better Scaling Potential
Whenever we were sourcing products using arbitrage methods, time was our biggest limitation. We simply could not go to more stores. Cloning ourselves would have been the only solution. Training employees to make decisions on a case by case basis is also far more difficult. However, with our current model, we are able to segment and create training opportunities to break down tasks. Now, we train specialists and have them focus on certain aspects of the job to help grow our company. In our business today, our goal is to coach and train. Training our competition is not the same concern that it used to be. As your company grows, you build brand presence as well as an infrastructure that is harder to compete with. This allows us to grow our business with a more hands off approach and actually be able to enjoy personal time with our families.

4. Authorized Seller Status
I mentioned that our goal is to create partnerships with our vendors. We want them to work with us and give us opportunities to grow their brands. This means that we don't receive the dreaded Cease and Desist from being an unauthorized seller, and we don't have to worry about IP Infringement issues with Amazon. Most importantly, if there is a customer complaint with our products (inauthentic, missing pieces or otherwise) we are able to use a manufacturer's invoice. This gives us a REAL level of solace in our business. It gets us away from some of the uneasiness associated with selling on a third party platform that you don't control. Our products are real, and we have the ability to prove it beyond a reasonable doubt, not to mention our vendors are in our corner when something goes wrong! This is invaluable for your peace of mind.

5. Protection Against Price Volatility
You have to realize when you are selling on Amazon that nobody likes to lose money. It is our goal, when we set up a new account, to get the best price possible. This will allow us to be as competitive as possible in the Amazon marketplace. Whatever your sourcing methods, if they do not offer you the opportunity to get the best possible price you can easily fall victim to price degradation. Your competitors may have sourced the product at a better price. Our margins may be thinner than taking advantage of a marketplace deficiency through something like RA (retail arbitrage) or OA (online arbitrage), but our ROIs are generally more stable and consistent. All of this leads back to the fact that our cash flow is more consistent and allows us to plan and scale our business.

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Cryptocurrencies 101 - How to Buy Bitcoin, Ethereum & more
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 1 Hours | Lec: 14 | 187 MB
Genre: eLearning | Language: English​

Do you understand CryptocurrenciesR30; such as Bitcoin, Ethereum, Litecoin and Ripple? Learn how to buy bitcoin and more!

Three reasons to TAKE THIS COURSE right now!

You get lifetime access to lectures, including new lectures every month (content is added constantly as updates to Cryptocurrencies and software roll out).
You can ask me questions and see me respond to every single one of them thoughtfully in the course discussions section!
What you will learn in this course is original, tested, and very detailed! Learn the Cryptocurrency strategies I implement daily.
Cryptocurrencies are exploding 3,500%, 21,500% and even 88,000% higher. Which is why historians will call this the biggest boom EVER (bigger than the DOT COM boom!) Learn how to make money and grow your wealth with Cryptocurrencies!

In this course, you will learn How to Buy Bitcoin and all the other Cryptocurrencies ! Learn how to MASTER Cryptocurrency exchanges and properly store your Cryptocurrency for safe-keeping!

You will be able to open Cryptocurrency wallets, buy Cryptocurrency on various exchanges and transfer your Cryptocurrencies from exchange to wallet. You will learn from my mistakes so you are in the driver seat to making over the 7,200% return I made my first year! Join this FREE course now to learn how to master Cryptocurrency and take advantage of this financial BOOM!

TAKE A STEP IN THE RIGHT DIRECTION WITH YOUR LIFE AND LEARN HOW CRYPTOCURRENCY CAN PROVIDE YOU WITH THE FINANCIAL FREEDOM WE ALL SEEK! ENROLL NOW!

**DISCLAIMER**: I am not a financial advisor nor am I giving financial advice. I am sharing my biased opinion based off speculation. You should not take my opinion as financial advice. You should always do your research before making any investment. You should also understand the risks of investing. This is all speculative based investing.

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R for Data Science: Lunchbreak Lessons updated 10/24/2018
.MP4, AVC, 1000 kbps, 1280x720 | English, AAC, 128 kbps, 2 Ch | 2h 57m | 437 MB
Instructor: Mark Niemann-Ross​

Programming is learned in small bits. You build on basic concepts. You transfer the knowledge you already have to the next language. Lunch Break Lessons teaches R-one of the most popular programming languages for data analysis and reporting-in short lessons that expand on what existing programmers already know.

The five minutes you spend each week will provide you with a building block you can use in the next two hours at work. Review language basics, discover methods to improve existing R code, explore new and interesting features, and learn about useful development tools and libraries that will make your time programming with R that much more productive.

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AWS Certified Developer (Associate)
.MP4, AVC, 5000 kbps, 1280x720 | English, AAC, 330 kbps, 2 Ch | 4.9 hours | 9.05 GB
Instructor: Nick Garner​

The Sneak Peek program provides early access to Pearson video products and is exclusively available to Safari subscribers. Content for titles in this program is made available throughout the development cycle, so products may not be complete, edited, or finalized, including video post-production editing.


Introduction

Module 1: Course and AWS Overview

Lesson 1: Course Overview
Learning objectives
1.1 Course Overview
1.2 Solutions Architect / Developer / DevOps Tracks Overview
1.3 Requisites Overview

Lesson 2: Cloud Services
Learning objectives
2.1 Why Move to the Cloud?
2.2 Cloud Providers
2.3 History of AWS
2.4 High-level View of AWS Services
2.5 AWS Regions

Lesson 3: Setting up a Lab
Learning objectives
3.1 Local Computer Setup
3.2 AWS Trail Account Creation
3.3 AWS CLI Installation

Module 2: AWS Foundational Services

Lesson 4: AWS CLI & SDK
Learning objectives
4.1 AWS CLI Overview
4.2 SDK Overview
4.3 AWS CLI
4.4 AWS-Shell
4.5 AWS CLI Documentation
4.6 AWS SDK Documentation
4.7 Node.js SDK
4.8 Python SDK

Lesson 5: Identity and Access Management (IAM)
Learning objectives
5.1 IAM Overview
5.2 IAM Users
5.3 IAM Roles
5.4 IAM Permissions
5.5 IAM Multi-factor Authentication

Lesson 6: Virtual Private Cloud (VPC)
Learning objectives
6.1 VPC Overview
6.2 VPC Networking and Security
6.3 Default VPC Review
6.4 VPC Creation
6.5 VPC Traffic Flow Demo

Lesson 7: Elastic Compute Cloud (EC2)
Learning objectives
7.1 EC2 Overview
7.2 EC2 General Use
7.3 Amazon Machinge Image (AMI)
7.4 EC2 Elastic IPs
7.5 EC2 Load Balancers
7.6 EC2 Storage
Lesson 8: Route 53 DNS
Learning objectives
8.1 Route 53 Overview
8.2 Route 53 Zones
8.3 Route 53 Records
8.4 Route 53 Aliases
8.5 Route 53 Traffic Flow
8.6 Route 53 Best Practices

Module 3: Database and Storage Services

Lesson 9: Simple Storage Service (S3)
Learning objectives
9.1 S3 Overview
9.2 S3 Bucket Creation (Demo)
9.3 S3 Security (Demo)
9.4 S3 Data Replication (Demo)
9.5 S3 Glacier (Demo)
9.6 S3 Events (Demo)
9.7 S3 Best Practices

Lesson 10: Databases (RDS / EC2)
Learning objectives
10.1 RDS Overview
10.2 RDS Security
10.3 RDS Configuration (Demo)
10.4 RDS Scaling (Demo)
10.5 RDS Best Practices
10.6 Database on EC2 (Demo)

Lesson 11: DynamoDB (NoSQL)
Learning objectives
11.1 DynamoDB Overview
11.2 DynamoDB General Use
11.3 DynamoDB Security
11.4 DynamoDB Scaling and Replication
11.5 DynamoDB Streams and Triggers
11.6 DynamoDB Best Practices
Module 4: Messaging Services

Lesson 12: Simple Queue Service (SQS)
Learning objectives
12.1 SQS Overview
12.2 SQS Queue Creation
12.3 SQS Queue Interaction
12.4 SQS Queue Lambda Invocation
12.5 SQS Best Practices

Lesson 13: Simple Notification Service (SNS)
Learning objectives
13.1 SNS Overview
13.2 SNS Topics
13.3 SNS Email/SMS
13.4 SNS Filters
13.5 SNS Lambda Invocation
13.6 SNS Best Practices

Module 5: Execution Services

Lesson 14: Lambda-Serverless Compute
Learning objectives
14.1 Lambda Overview
14.2 Lambda Scalability and Availability
14.3 Lambda Security
14.4 Lambda Functions
14.5 Lambda Demonstration
14.6 Lambda Best Practices

Lesson 15: Elastic Beanstalk
Learning objectives
15.1 Elastic Beanstalk Overview
15.2 Elastic Beanstalk Development Stacks
15.3 Elastic Beanstalk Database Interaction
15.4 Elastic Beanstalk Platform Updates
15.5 Elastic Beanstalk Best Practices

Lesson 16: Kinesis
Learning objectives
16.1 Kinesis Overview
16.2 Kinesis Streams
16.3 Kinesis Firehose
16.4 Kinesis Analytics

Lesson 17: API Gateway
Learning objectives
17.1 API Gateway Overview
17.2 API Gateway Creation from Template
17.3 API Gateway Creation with Lambda Integration
17.4 API Gateway Creation with HTTP Integration
17.5 API Gateway Security

Module 6: Developing in AWS

Lesson 18: CloudFormation
Learning objectives
18.1 CloudFormation Overview
18.2 CloudFormation Supported Resources
18.3 CloudFormation Templates
18.4 CloudFormation Best Practices

Lesson 19: AWS Developer Tools
Learning objectives
19.1 AWS CodeCommit Overview
19.2 AWS CodeBuild Overview
19.3 AWS CodeDeploy Overview
19.4 AWS CodePipeline Overview
19.5 AWS CodeStar Overview
19.6 AWS X-Ray Overview
Lesson 20: AWS Shared Responsibility Model
Learning objectives
20.1 AWS Shared Responsibility Model

Summary

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Create an Idle Tycoon Game using Bolt & Unity - NO CODING!
.MP4 | Video: 1280x720, 30 fps(r) | Audio: AAC, 48000 Hz, 2ch | 1.36 GB
Duration: 2.5 hour | Genre: eLearning | Language: English​

Use the Powerful Visual Scripting Tool Bolt to Build a Fun Idle Tycoon Game in Unity - No Coding Required!

What you'll learn

Understand the power and flexibility of Bolt & Unity in making Games without Coding
Utilize Design Patterns to Create Increasingly Complex Games
Prototype Games Quickly Using the Bolt Visual Programming Tool & Unity
Use Super Units to Organize Your Game Architecture

Requirements

You must have Unity 3d & Bolt from the Unity Asset Store
A Basic Understanding of the Unity Editor and Development Concepts is Helpful
A Desire to make FUN Games without Writing any code

Description

Welcome to the very first Bolt Course on Udemy!!!

I'm happy to release this course and look forward to your feedback. Even if you do not choose to purchase my course I strongly encourage you to give Bolt a try. It's a great tool for beginning or experienced developers.

Why Use Bolt for Making Fun Video Games?

Developing Games can be very fun and rewarding once you know how. And with Unity & the Bolt Visual Programming asset it has never been easier to build full robust games without any programming.

I've been a business application & game developer for over 30 years. I honestly think Bolt is one of the best visual programming tools that I have worked with. In this course you too will quickly see the real power of Bolt as we almost effortlessly build a fun idle tycoon game like adVenture Capitalist. Even if you have never programmed before, this course will allow you to get started building the game in a matter of minutes.

Over the past 30 years I've developed games in a variety of platforms and languages. On Udemy alone I have successful game courses on Odoo, Python, C#, and PlayMaker. I really cannot say enough good things about Bolt.

It is easy to use and integrates nearly seamlessly with the Unity Editor.

Bolt can help you learn C#

If you are a new C# programmer who is finding the syntax of the code gets in your way I can't recommend Bolt enough. Even better, you can configure it to use real C# syntax in the visual units. I really enjoy how I can use real C# methods with the exact same arguments I would use in real C# scripts. It's like intellisense on steroids. This tight tie in with C# makes it that much easier to incorporate what you learn from Bolt into improving your C# skills.

Bolt allows you to focus on game design and achieving results rather than all the syntax of writing code. If you are an experienced C# developer you owe it to yourself to take a look at Bolt for prototyping and approaching game design from an alternative perspective.

Bolt offers a rich API so it is easy to integrate your own C# scripts with Bolt's flow graphs.

NOTE: To follow along with this course you must purchase or have already purchased Bolt from the Unity Asset Store.

Who is the target audience?

Anyone who wishes to learn how to make Video Games or Learn New Ways to Make Video Games
C# Developers who wish to get more familiar with Game Design and the API's
Beginning Developers who wish to learn how develop games and later transition to C# Development
Developers who Learn Better Visually

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Beginning Frontend Development with React
.MP4, AVC, 500 kbps, 1920x1080 | English, AAC, 128 kbps, 2 Ch | 1.1 hour | 305 MB
Instructor: David W. Parker​

Simplify your frontend development workflow and enhance user experience with React

Familiarize with both basic and advanced topics
Understand the concepts with the help of real-world use cases
Create and manage the state of components across applications

Through this course, you'll learn the basics you need to get up and running with React and tackle real-world projects and challenges. It begins by explaining the basics of React and shows you the nuances while setting up a React-based application and designing a UI. Once you are comfortable in the React world, you are introduced to components and how to compose them using JSX. With this course, you can learn advanced concepts, such as data propagation, data binding, and also discover how to manage the internal state of a component. You'll also learn about component lifecycle events and understand how to manage routing. By the time you are done with the course, you'll find yourself feeling confident to take on real-world projects.

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Finance and Accounting Tips Weekly updated 6/18/2018
.MP4, AVC, 2300 kbps, 1280x720 | English, AAC, 128 kbps, 2 Ch | 3h 57m | 2.9 GB
Instructors: Jim Stice, Earl Kay Stice​

Are you curious about the financial details of big companies like Walmart and Boeing, but shy away from further investigation because you don't consider yourself a numbers person? In this weekly series, accounting professors Jim and Kay Stice-who have been exploring financial information for a combined 60 years-break down essential accounting and finance concepts into manageable, bite-sized chunks. They help you understand the balance sheet, debits and credits, company operating cycles, and more. In addition, they explain where to find accounting information in the real world, and what to do with it once you have it.

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Procure to Pay (P2P) Cycle in Oracle Apps R12
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 2.5 Hours | Lec: 12 | 364 MB
Genre: eLearning | Language: English​

Learn How to work with Procure to Pay (P2P) Process in Oracle Apps R12

Procure to Pay process which is also known as P2P cycle is followed by any organization in any ERP system if they would like purchase any products (it could raw materials, office supplies, infrastructure etc). Of course when there is a purchase there should be a payment. This entire process of purchasing a product and making payment for that product to supplier is called procure to pay process.

Procure to Pay Life Cycle is one of the important Process in Oracle Applications R12. Procure to Pay means Procuring Raw Materials required to manufacture the final or finished Goods from a Supplier to Paying the Supplier from whom the material was purchased. But this process is not just two steps. It involves many steps. Let's see the steps and Oracle Application R12 involved in performing those steps.

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Learn to create database Apps Using C# and SQL Server
.MP4 | Video: h264, 1280x720 | Audio: AAC, 48 KHz, 2 Ch
Genre: eLearning | Language: English + .VTT | Duration: 2.5 hours | Size: 990 MB​

Build and Program Database driven projects

What you'll learn

After completing this course, you will be having no problem in tunning your PID controller for a particular function. You will also learn how to create a code for some mathematical technique like Newton Raphson using matlab.

Requirements

You should be having basic knowledge of Electric and control circuits. You will need matlab software for it.

Description

This course is all about the Simulink modeling of control system. I will be working on practical examples. Will bring them to simulink environment. Then after discussing its response, I will be explaining which controller should be used and why?

In depth explanation of PID controllers. Their merit and demerits. For a specific problem which controller will be best to use?

How to tune your controller automatically using Simulink?

We have to design a controller as simple as possible which can bring the system response within our requirements.

In future I will be working on the modeling of power system in simulink and will analyze their transient response. Moreover, also thinking to expand the course of simulink towards telecommunication examples.

Who is the target audience?

If someone is eager to learn control system system modeling and tunning of PID controller for different types of problems using simulink, this course is then meant for that person. Moreover, I will be working on the coding of different regression techniques using matlab.

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Python and Elixir Programming Bundle Course
.MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 10 hours | Size: 6.57 GB
List, Tuple, Set, Strings, Numbers, GUI Tkinter, Decision Making, Loops, Oops, Struct, Protocol, Error Handling, Process, Sigils, Lib.​

What you'll learn

Learn Python and Elixir Programming professionally .
Datatypes like List,Tuple,Set,Strings and Numbers explained very well with example
You would be able to make GUI application using Tkinter
Projects are also there to apply the python skills into real world
You would be able to do file handling using Python
Basic concepts like Loops , Decision Making statement etc make your base strong
Learn to use GUI component like Radiobutton , Checkbox button, Button , entry , cursor etc to make attractive GUI application
Object oriented skills make your work more easy and efficient
Think with a Functional Programming mindset
Understand common Elixir syntax and design patterns
Grasp the core concepts of the language and its data structures.
Use conditions and loops to build complex logic for your application.
Communicate with the outside world from within your program
Define reusable code as functions and modules.

Requirements

This course caters to beginner, intermediate level. Student needs to be familiar with at least one programming language.
Any prior working knowledge of programming language would help, however it is not must.

Description

Python and Elixir both programming language comes under the list of most trending programming language of 2018.In this course, you would explore the taste of both programming language. Actually this course is one stop shop where you would learn and practice all the concepts of python and elixir.

PYTHON : Datatypes like List,Tuple,Set,Strings and Numbers explained very well with example . You would be able to make GUI application using Tkinter .Projects are also there to apply the python skills into real world. You would be able to do file handling using Python.Different modes of file handling with also different attributes of file handling .Basic concepts like Loops , Decision Making statement etc make your base strong. Learn to use GUI component like Radio-button , Checkbox button, Button , entry , cursor etc to make attractive GUI application. Object oriented skills make your work more easy and efficient . Concepts like inheritance ,Polymorphism ,Encapsulation ,Constructors , Different types of Inheritance ,Operator Overloading , Method Overriding etc with examples and many more topics

ELIXIR : You'll learn the foundations of Elixir, the language syntax, how to define modules, manipulate the characteristics of common data structures, and more.By the end of this video, you will have learned how to use the Elixir programming language and know how to use its tool-set to start building your own applications with ease.

I hope you're excited to dive into the World of Python and Elixir with this course. Well, what are you waiting for? Let's get started! Happy Coding!!!

Who is the target audience?

Anyone who have desire to learn new language

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