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  • Author: AutumnRU
  • Date: 15-11-2017, 11:02
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O'Reilly - Supervised Classification Algorithms

Category: Tutorial


O'Reilly - Supervised Classification Algorithms

O'Reilly - Supervised Classification Algorithms
English | Size: 497.49 MB
Category: Tutorial
Classification is the sub-field of machine learning encountered more frequently than any other in data science applications. There are many different classification techniques and this course explains some of the most important ones, including algorithms such as logistic regression, k-nearest neighbors (k-NN), decision trees, ensemble models like random forests, and support vector machines. The course also covers Naive Bayes classifiers and in so doing, covers Bayes' theorem and basic Bayesian inference, both of which are widely used in training many machine learning algorithms. A basic knowledge of algebra is required. A solid understanding of differential calculus will be necessary for logistic regression, Support Vector Machines and Bayesian Inference.

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  • Author: xidau123
  • Date: 13-11-2017, 15:48
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O'Reilly - Introduction to Deep Learning

Category: Tutorial

O'Reilly - Introduction to Deep Learning

O'Reilly - Introduction to Deep Learning
Duration: 55m | Video: h264, 1280x720 | Audio: AAC, 44100 Hz, 2 Ch | 999 MB
Genre: eLearning | Language: English
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  • Author: xidau123
  • Date: 9-11-2017, 10:45
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O'Reilly - Introduction to MongoDB

Category: Tutorial

O'Reilly - Introduction to MongoDB

O'Reilly - Introduction to MongoDB
Duration: 21m | Video: h264, 1280x720 | Audio: AAC, 44100 Hz, 2 Ch | 357 MB
Genre: eLearning | Language: English | Release Date: November 2017
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  • Author: xidau123
  • Date: 5-11-2017, 16:30
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O'Reilly - Big Data Legal Concerns in Industry

Category: Tutorial

O'Reilly - Big Data Legal Concerns in Industry

O'Reilly - Big Data Legal Concerns in Industry
1h | Video: AVC (.MP4) 1920x1080 30fps | Audio: AAC 44.1KHz 2ch | 1.56GB
Genre: eLearning | Language: English
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  • Author: AutumnRU
  • Date: 2-11-2017, 17:39
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O'Reilly - Provisioning SQL Databases- Exam 70-765 Certification Training

Category: Tutorial


O'Reilly - Provisioning SQL Databases- Exam 70-765 Certification Training

O'Reilly - Provisioning SQL Databases- Exam 70-765 Certification Training
English | Size: 1.80 GB
Category: Tutorial
Microsoft exam 70-765 (aka "Provisioning SQL Databases") is one of two tests you must pass to earn a Microsoft Certified Solutions Associate (MCSA): 2016 Database Administration certification. This course supplies you with the knowledge you need to pass the 70-765. It's also a practical introduction to Microsoft's Azure cloud platform service. It covers the processes, implications, technologies, and actions involved in utilizing SQL Server in the cloud in both PaaS and IaaS environments. After you learn how to create and use a free Microsoft Azure subscription, you will get hands-on experience with SQL Server in various cloud-based configurations, giving you an understanding of the implications and purposes for various options.

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O'Reilly - Programming Actors with Akka

Category: Tutorial

O'Reilly - Programming Actors with Akka

O'Reilly - Programming Actors with Akka
English | Size: 1.96 GB
Category: Tutorial

Reactive and asynchronous applications are growing in popularity, but what is the best way to build them? This course teaches you how to apply the latest concurrency techniques to develop state of the art Java applications. With the rise of microservices and service oriented architectures (SOAs), asynchronous concurrency is now critical to day-to-day Java development.
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  • Author: eddy
  • Date: 18-10-2017, 10:36
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O'Reilly Software Architecture Conference 2017 - London, UK

Category: Tutorial

O'Reilly Software Architecture Conference 2017 - London, UK
O'Reilly Software Architecture Conference 2017 - London, UK
MP4 | Video: AVC 1280x720 | Audio: AAC 48KHz 2ch | Duration: 1.5 Hours | 2.45 GB
Genre: eLearning | Language: English

What was SACON London 2017? It was Neha Narkhede's (Confluent) riveting keynote on Apache Kafka and the rise of the streaming platform. It was Murat Erder's (Deutsche Bank) thought-provoking answer to how software architects should approach data in the age of Agile, big data, and the cloud.

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O'Reilly - Reinforcement Learning (RL) in Python

Category: Tutorial

O'Reilly - Reinforcement Learning (RL) in Python

O'Reilly - Reinforcement Learning (RL) in Python
English | Size: 428.53 MB
Category: Tutorial

Understanding the Machine Learning Approach that Drives AlphaGo
In March 2016, the Google DeepMind program called AlphaGo, beat eighteen-time world champion Lee Sedol in a five-game Go match. Reinforcement learning was integral to AlphaGo's win.
In this course, you'll delve into the fascinating world of reinforcement learning to see how this machine learning approach actually works. You'll learn what reinforcement learning is, how it's used to optimize decision making over time, and how it solves problems in games, advertising, and stock trading.
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O'Reilly - Recommendation System

Category: Tutorial

O'Reilly - Recommendation System

O'Reilly - Recommendation System
English | Size: 327.51 MB
Category: Tutorial

Recommendation systems are a class of machine learning models with many applications. The idea behind recommendation systems is simple: filtering information to suggest items (anything from clothes to films) to users with the predicted probability that the users will enjoy such items. This course provides an introduction to recommendation systems. It starts by looking at the applications for these systems with a focus on the big companies whose fortune is built upon them. It then goes through a discussion of the different types of recommendation systems and how to implement them. You'll explore non-personalized systems, association rule learning, collaborative filtering, personalized systems, and the methods used to assess the quality (i.e., how good are the recommendations?) of a recommendation system. Learners should understand basic logic, supervised learning, and statistics.
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O'Reilly - Introduction to Sparklyr for Data Science

Category: Tutorial

http://s2.1pic.org/files/2017/09/20/f567663fcbe97a5f1411.jpg
1h 41m | Video: AVC (.MP4) 1920x1080 30fps | Audio: AAC 44.1KHz 2ch | 601 MB
Genre: eLearning | Language: English | Project Files
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