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Packt Publishing - Extending Machine Learning Algorithms

Packt Publishing - Extending Machine Learning Algorithms
English | Size: 398.28 MB
Category: Tutorial

Complex statistics in Machine Learning worry a lot of developers. Knowing statistics helps you build strong Machine Learning models that are optimized for a given problem statement. Understand the real-world examples that discuss the statistical side of Machine Learning and familiarize yourself with it. We will use libraries such as scikit-learn, e1071, randomForest, c50, xgboost, and so on.We will discuss the application of frequently used algorithms on various domain problems, using both Python and R programming.It focuses on the various tree-based machine learning models used by industry practitioners.We will also discuss k-nearest neighbors, Naive Bayes, Support Vector Machine and recommendation engine.By the end of the course, you will have mastered the required statistics for Machine Learning Algorithm and will be able to apply your new skills to any sort of industry problem.

Category: Tutorials | Keywords: Packt, Publishing, Extending, Machine, Learning, Algorithms Read More
Learn Algorithms and Data Structures in Java for Day-to-Day Applications
Learn Algorithms and Data Structures in Java for Day-to-Day Applications
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 2 Hours 41M | 571 MB
Genre: eLearning | Language: English


Category: Tutorials | Keywords: Learn, Algorithms, Data, Structures, Java, Applications Read More
Machine Learning Classification Algorithms using MATLAB
Machine Learning Classification Algorithms using MATLAB
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 7 Hours | 793 MB
Genre: eLearning | Language: English

Category: Tutorials | Keywords: Machine, Learning, Classification, Algorithms, using, MATLAB Read More
22
Dec
2017

Sorting Algorithms in C++

Author: 0nelove
Sorting Algorithms in C++
Sorting Algorithms in C++
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 3 Hours | Lec: 46 | 430 MB
Genre: eLearning | Language: English



Category: Tutorials | Keywords: Sorting, Algorithms Read More
Graph Algorithms for AI in Games
Graph Algorithms for AI in Games
.MP4, AVC, 500 kbps, 1920x1080 | English, AAC, 128 kbps, 2 Ch | 2.8 hours | 654 MB
Instructor: Daniel Jallov


Category: Tutorials | Keywords: Graph, Algorithms, Games Read More
O'Reilly - Supervised Classification Algorithms
O'Reilly - Supervised Classification Algorithms
English | Size: 497.49 MB
Category: Tutorial




Category: Tutorials | Keywords: Reilly, Supervised, Classification, Algorithms Read More

Data Structures and Algorithms in JavaScript (2017)
Data Structures and Algorithms in javascript (2017)
WEBRip | English | MP4 + Project files | 1920 x 1080 | VP8 ~394 kbps | 23.976 fps
VORBIS | 192 Kbps | 48.0 KHz | 2 channels | 16h 13mn | 4.34 GB
Genre: eLearning Video / Development, Programming

Immerse yourself in a course tailored for engineers comfortable with javascript, but wanting to better understand the data structures and algorithms necessary to ace job interviews and build better software.

Category: Tutorials » Other | Keywords: Data, Structures, Algorithms, JavaScript Read More
Packt Publishing - Learning JavaScript Data Structures and Algorithms

Packt Publishing - Learning javascript Data Structures and Algorithms
English | Size: 132.71 MB
Category: Tutorial

As businesses collect increasing amounts of vital data, the need to structure software components increases every day. Using appropriate data structures and having a good understanding of algorithm analysis is key to writing maintainable and extensible quality software, thus solving the crisis.

Learning javascript Data Structures and Algorithms will show you how to organize your code with the most appropriate data structures available to get the job done fast, and in a logical way that is easy to maintain, refactor, and test. By using effective data structures, you can take advantage of advanced algorithms, thus making your web applications more powerful and scalable. You will learn about common software engineering data structures, such as linked-lists, trees, and graphs, and get to know how to implement them in javascript. You'll also master ways to use them in various types of algorithms.

Category: Tutorials | Keywords: Packt, Publishing, Learning, JavaScript, Data, Structures, Algorithms Read More
Discover Algorithms for.Reward-Based Learning in R

Discover Algorithms for Reward-Based Learning in R
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 2.5 Hours | 680 MB
Genre: eLearning | Language: English
Users will be taken through a journey that starts by showing them the various algorithms that can be used for reward-based learning. The video describes and compares the range of model-based and model-free learning algorithms that constitute RL algorithms.

Category: Tutorials | Keywords: Discover, Algorithms, Reward, Learning Read More
Udemy - Learning Algorithms in JavaScript from Scratch
Udemy - Learning Algorithms in javascript from Scratch
Size: 389.68 MB | Duration: 3 hrs 33 mns | Video: AVC (.mp4) 1280x720 30fps | Audio: AAC 48KHz 2ch
Genre: eLearning | Language: English | + Articles


Make your code & programs faster and more efficient by using algorithms. Be very well prepared for technical interviews!

Category: Tutorials | Keywords: Udemy, Learning, Algorithms, JavaScript, from, Scratch Read More
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