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automate-ingestion-of-public-data

average-daytime-temperature

Using the weather API api.weather.gov, find the average daytime temperature in four cities (Salt Lake City, Denver, Phoenix, and Tampa).

data-exploration-examples

This repository shows the examples of exploring data using Python and SQL.

deep-reinforcement-learning-hands-on-3e

Deep Reinforcement Learning Hands-On, 3E_Published by Packt

language_learning

leetcode_python

leetcode solutions

machine-learning

opendevin

🐚 OpenDevin: Code Less, Make More

reinforcement-learning-for-recommendation

setting-up-a-professional-data-science-environment

The repository helps Data Science beginners to easily get started.

the-elements-of-reinforcement-learning

Reinforcement Learning (RL) is believe to be a more general approach towards Artificial Intelligence (AI). RL is the foundation for many recent AI applications, e.g., Automated Driving, Automated Trading, Robotics, Gaming, Dynamic Decision, etc. With concrete examples, this repository tries introduce clearly the basic elements of Reinforcement Learning, e.g., Agent, Environment, State, State Transition, Policy, Action, Reward, Future Return, Discounted Future Return, Exploration & Exploitation, Markov Decision Processing, The Bellman Equation, Policy-based Learning, Value-based Learning, etc.