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Category: Tutorial
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StoneRivereLearning Essential Docker For Python Flask Development
English | Size: 334.51 MB
Category: CBTs

This course will teach you the essential knowledge required to integrate Docker in your everyday development flow. Docker is an easy way for developers to recreate a production-level server cluster locally in their desktop or laptop using very few resources.

A lot of companies and startups are moving to Docker, because it speeds up the development process and reduces the amount of debugging that occurs when they create software against different versions of their operating system and libraries.
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Category: Tutorial
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StoneRivereLearning Professional RESTful API Design Using Python Flask-RiDWARE
English | Size: 0.98 GB
Category: Tutiorial

This course will teach you how to build a professional API platform using pure Flask, without any supplemental libraries, so that students can learn the fundamentals of RESTful API design.

In today’s world, dominated by gorgeous javascript user interfaces and mobile applications, the ability to build a scalable and well architected API is key to be able to supplement those applications and ensure that clients and servers communicate with the proper interfaces.

The course covers the basic concepts of the RESTful API pattern and then goes into detail and step by step building an API platform that will cover the six constraints of the architecture. Students will learn the industry-standard and will follow best practices for API architectures.
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Category: Tutorial
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Python for Entrepreneurs
English | Size: 5.19 GB
Category: CBTs

A course for technical entrepreneurs by Michael Kennedy of Talk Python and Matt Makai of Full Stack Python.
Have you ever wanted to create a startup or small web-based business? Do you know a little of the Python language? Great, that's a huge first step. But there are many elements to launching a successful online business and this course will fill in the gaps and help you realize your dreams.
What's this course about and how is it different?
Many courses will teach you about the technology involved in building a web application. Fewer courses will teach you what it actually takes to launch that product as an operating online business. Python for Entrepreneurs is here to teach you both how to build your website and everything needed to make it a functioning online business.
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Category: Tutorial

CS101 Learn to Code with Python

CS101 Learn to Code with Python
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 5 Hours | Lec: 50 | 922 MB
Genre: eLearning | Language: English

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Category: Tutorial
Data Visualization Projects in Python

Data Visualization Projects in Python
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 1 Hour | 181 MB
Genre: eLearning | Language: English

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Category: Tutorial
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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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