Packt
Advanced Computer Vision Projects 3.1: Pose Estimation with DeeperCut and ArtTrack
In this video, we examine state-of-the-art algorithms for extracting 2D pose data from images using TensorFlow. • Understand what pose estimation means • Look at DeeperCut and ArtTrack concepts • See papers available on algorithm details
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Ensemble Machine Learning Techniques 2.4: Ensemble Learning for Regression
This video aims to teach the viewer how to use Ensemble Learning for Regression. • We go into the details of averaging • We see examples for averaging in real life • Look at weighted averaging
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Predictive Analytics with TensorFlow 3.1: Taking Decisions Based on Data – Titanic Example
In this video, we will see the example of titanic survivals. • Look at the titanic survival example
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Learn and Master C Programming - Using 'static' keyword with global variables and functions in C
We will learn how to use 'static' in C to avoid name collision and resolve link errors when two or more files use the same global variable name or even same function name. This clip is from the chapter "More C Keywords..." of the series...
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Learn and Master C Programming - Passing Pointers to Functions: Let's Implement Swap Function!
We will implement a proper swap function in C/C++ using pointers. This clip is from the chapter "Pointers" of the series "Learn and Master C Programming For Absolute Beginners!".In this section of the course, we look into what pointers...
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High Performance Scientific Computing with C 4.3: Distributed Memory Parallelism with MPI
How can we extend our codes across multiple machines? What do we need to use MPI? • Learn how to add MPI communication to our code • Learn how to launch mpiprograms with mpirun • See how to use mpirun to distribute our code across...
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Predictive Analytics with TensorFlow 2.1: Using Statistics in Predictive Modeling
In this video, we will discuss some widely used statistical concepts required in predictive analytics, followed by some basic understanding of predictive modeling, such as random sampling, central limit theorem, hypothesis testing using...
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High Performance Scientific Computing with C 3.1: How the CPU Works
What features do modern CPUs have that make them faster? • See what parts make up a modern CPU • Learn about caching and pipelining • Learn how long different operations take
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Learn and Master C Programming - Let's Implement a Variadic Function in C - Technique #2
Here, we will see how to rely on a sentinel (magic) value to detect the end of the argument list. This clip is from the chapter "Advanced Topics" of the series "Learn and Master C Programming For Absolute Beginners!".In this section, we...
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Mastering Tableau 2018.1, Second Edition 8.5: Creating Pareto Charts in Tableau
In this video, we’ll see how to create a Pareto chart. • Understand what a Pareto chart is • Implement Pareto in Tableau
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Learning D3.JS 5.0 1.4: Picking a Text Editor
We will see some free and available text editors for all platforms. • Discuss the most common text editors for frontend/web development • Download Sublime Text
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High Performance Scientific Computing with C 4.1: Parallel Architectures, Amdahl's Law, and Gustafson’s Law
How can we extend our programs to use multiple cores? Why would we want to? What limitations might exist? • Learn the different kinds of parallel architectures • Learn about strong scaling and Amdahl’s law • Learn about weak scaling and...
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Learn and Master C Programming - Breaking Your Code Into Multiple Source Files
The author engages you in this video about hoe to go breaking your code. This clip is from the chapter "Working with Header Files and Multiple Source Files" of the series "Learn and Master C Programming For Absolute Beginners!".In this...
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Java 11 Programming for Beginners 5.2: Exploring Lambdas and Streams
Lambdas and streams are another pair of technologies that work extremely well together. In this video, we explore them via the analyzer example. • Go through the technical background of lambda and streams • A deep dive into greatly...
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Predictive Analytics with TensorFlow 1.2: A Basic Introduction to Predictive Analytics
In this video, we will see working principles of predictive model. We will also see why to choose predictive analytics. We will also look at some linear algebra.
• Look at the working principle of predictive model
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High Performance Scientific Computing with C 1.2: Introduction – Why Use Computers for Math?
Why is the history of computation so tied with mathematics? How are computers used today to solve mathematical problems? • Understand the need for computers to solve mathematical problems • Understand the problems for which computers are...
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Java 11 Programming for Beginners 3.2: Hide Your Implementation with Abstraction
We demonstrate encapsulation while building the first Slack bot. • Explain the theory of abstraction • Write the voting (helper) bot
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Tips, Tricks, and Techniques for Node.js Development 1.6: Keep on Running
In this video, we will learn how to keep our programs running while adapting our code. • Understand what the problem is when no tool is used • Use nodemon • Use PM2
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Learn and Master C Programming - What is a pointer?
We will explore pointers in C/C++ and understand how to declare, initialize and use pointers. This clip is from the chapter "Pointers" of the series "Learn and Master C Programming For Absolute Beginners!".In this section of the course,...
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Learn and Master C Programming - Introduction to C Data Types and Basic Types
We will start the discussion on C Data Types and learn the basic types in C including char, int, long, float and double. This clip is from the chapter "Fundamentals and Basics" of the series "Learn and Master C Programming For Absolute...
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Learn and Master C Programming - Dynamic Memory Management Overview
Section introduction to the dynamic memory management. This clip is from the chapter "Dynamic Memory Allocation" of the series "Learn and Master C Programming For Absolute Beginners!".In this section, we understand stack memory, heap...
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Ensemble Machine Learning Techniques 3.1: Basics of Bagging
This video talks about the Building Block for Bagging, that is Boosting. • Understand what is Bootstrapping • Understand how Bootstrapping works • Look at the Advantages of using Bootstrapping
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Learn and Master C Programming - Stack vs. Heap
We will go over a couple of examples to reiterate over the difference between stack memory versus heap memory and look at a complete example of how to allocate and free heap memory. This clip is from the chapter "Dynamic Memory...
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Learn and Master C Programming - Arrays and Functions
Learn how to pass arrays to functions the proper way and start to see how you can write more modular code in C/C++. This clip is from the chapter "Arrays" of the series "Learn and Master C Programming For Absolute Beginners!".In this...