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Packt Hands On Machine Learning with Python and Scikit Learn
English | Size: 593.80 MB
Category: CBTs

Join Frank Kane, who worked on Amazon and IMDb’s machine learning algorithms, as he guides you on your first steps into the world of data science. Hands-On Data Science and Python Machine Learning gives you the tools that you need to understand and explore the core topics in the field, and the confidence and practice to build and analyze your own machine learning models. With the help of interesting and easy-to-follow practical examples, Frank Kane explains potentially complex topics such as Bayesian methods and K-means clustering in a way that anybody can understand them.
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Category: Tutorial
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Packt Hands On Reinforcement Learning with Python
English | Size: 1.05 GB
Category: CBTS

Reinforcement learning (RL) is hot! This branch of machine learning powers AlphaGo and Deepmind's Atari AI. It allows programmers to create software agents that learn to take optimal actions to maximize reward, through trying out different strategies in a given environment.

This course will take you through all the core concepts in Reinforcement Learning, transforming a theoretical subject into tangible Python coding exercises with the help of OpenAI Gym. The videos will first guide you through the gym environment, solving the CartPole-v0 toy robotics problem, before moving on to coding up and solving a multi-armed bandit problem in Python. As the course ramps up, it shows you how to use dynamic programming and TensorFlow-based neural networks to solve GridWorld, another OpenAI Gym challenge. Lastly, we take the Blackjack challenge and deploy model free algorithms that leverage Monte Carlo methods and Temporal Difference (TD, more specifically SARSA) techniques.
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Category: Tutorial
Quantitative Finance & Algorithmic Trading in Python

Quantitative Finance & Algorithmic Trading in Python
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 5 Hours | Lec: 70 | 662 MB
Genre: eLearning | Language: English
Stock market, Markowitz-portfolio theory, CAPM, Black-Scholes formula, value at risk, monte carlo simulations, forex

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Category: Tutorial
Enterprise Automation with Python

Enterprise Automation with Python
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 2 Hours | 320 MB
Genre: eLearning | Language: English

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Category: Tutorial
Apache Spark with Python - Big Data with PySpark and Spark

Apache Spark with Python - Big Data with PySpark and Spark
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 3 Hours 18M | 1.15 GB
Genre: eLearning | Language: English

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Category: Tutorial
The Four Pillars of OOP in Python 3 for Beginners

The Four Pillars of OOP in Python 3 for Beginners
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 2.5 Hours | Lec: 25 | 458 MB
Genre: eLearning | Language: English
Python OOP Simplified: Learn Object Oriented Programming using Python in a way that you really understand

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Category: Tutorial
Learn Networking basics  for Python Beginners

Learn Networking basics : for Python Beginners
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 10.5 Hours | 1.68 GB
Genre: eLearning | Language: English

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Category: E-Book
Natural Language Processing with Python Cookbook

Natural Language Processing with Python Cookbook
by Krishna Bhavsar and Naresh Kumar
English | 2017 | ISBN: 178728932X | 308 Pages | True PDF/Code Files | 34/1.2 MB
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Category: E-Book

Distributed Computing with Python

Distributed Computing with Python
by Francesco Pierfederici
English | 2016 | ISBN: 1785889699 | 171 Pages | True PDF/Code Files | 7.7/1.16 MB

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Category: Tutorial
Learn Pandas (Python 3) And Become A Data Ninja

Learn Pandas (Python 3) And Become A Data Ninja
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 1.5 Hours | Lec: 26 | 207 MB
Genre: eLearning | Language: English
Learn how to utilize the pandas module for Python, and become a data ninja, an expert in data analysis!

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