Bear run or bull run, Can Reinforcement Learning help in Automated trading?
ArticleVideos This article was published as a part of the Data Science Blogathon. Introduction Bear and bull are terms that you will get to …
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Reinforcement Learning
A Review of 2020 and Trends in 2021 – A Technical Overview of Machine Learning and Deep Learning!
ArticleVideos Introduction Data science is not a choice anymore. It is a necessity. 2020 is almost in the books now. What a crazy year …
REINFORCE Algorithm: Taking baby steps in reinforcement learning
ArticleVideos Introduction Lets’ solve OpenAI’s Cartpole, Lunar Lander, and Pong environments with REINFORCE algorithm. Reinforcement learning is arguably the coolest branch of artificial intelligence. …
Baseline for Policy Gradients that All Deep Learning Enthusists Must Know
ArticleVideos Introduction Photo by Kevin Ku on Unsplash Deep reinforcement learning has a variety of different algorithms that solves many types of complex problems …
Predicting Stock Prices using Reinforcement Learning (with Python Code!)
ArticleVideosInterview Questions This article was published as a part of the Data Science Blogathon. Introduction The share price of HDFC Bank is going up. …
Developing New Machine Learning Algorithm using OpenAI Gym
ArticleVideos Introduction OpenAI Gym is a toolkit that provides a wide variety of simulated environments (Atari games, board games, 2D and 3D physical simulations, …
2019 In-Review and Trends for 2020 – A Technical Overview of Machine Learning and Deep Learning!
ArticleVideos Overview A comprehensive look at the top machine learning highlights from 2019, including an exhaustive dive into NLP frameworks Check out the machine …
Game Theory 101: Decision Making in a Competitive Scenario using Normal Form Games
ArticleVideos Overview Game Theory can be incredibly helpful for decision making in competitive scenarios Understand the concept of Normal Form Games in the context …
Here are 7 Data Science Projects on GitHub to Showcase your Machine Learning Skills!
ArticleVideos Overview Working on Data Science projects is a great way to stand out from the competition Check out these 7 data science projects …
A Hands-On Introduction to Deep Q-Learning using OpenAI Gym in Python
Learn what is deep Q-learning, how it relates to deep reinforcement learning, and then build your very first deep Q-learning model using Python!
