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Z-Scores

In a normal distribution, Z-scores tell us how many standard deviations a value is from the mean. Formula of Z-score is: Z = (X - u) /...

The Empirical Rule

For normal distribution, - 68% of data will fall within one standard deviation - 95% of data will fall within two standard deviation -...

Distributions

Uniform Distribution: The distribution of probability where probability of any outcome is equal, for instance dice. Binomial...

Linear Programming

Some good resources to learn Linear Programming Bertsimas, D., and Tsitsiklis, J., Introduction to Linear Optimization, 1997. Vanderbei,...

Gurobi Optimization

Awesome to solve various modeling problems using Linear programming, mixed integer linear programming etc. https://www.gurobi.com/resourc...

Graph - Kruskal's Algorithm

Easy read on Kruskal's graph algorithm - https://stackabuse.com/graphs-in-python-minimum-spanning-trees-kruskals-algorithm/

Graph - Boruvkas Algorithm

https://stackabuse.com/boruvkas-algorithm-in-python-theory-and-implementation/

Graph - Breadth-First Search (BFS) Algorithm

Nicely curated article on BFS with code - https://stackabuse.com/graphs-in-python-breadth-first-search-bfs-algorithm/

Graph - Dijkstra's Algorithm

Awesome article to understand Dijkstra's algorithm - https://stackabuse.com/dijkstras-algorithm-in-python/

Graph - Minimum Spanning Tree - Prim's Algorithm

Very nice article to understand minimum spanning tree using Prim's algorithm: https://stackabuse.com/graphs-in-python-minimum-spanning-tr...

Graph - A*Search Algorithm

Nice article with step by step approach and code to implement A* algorithm: https://stackabuse.com/basic-ai-concepts-a-search-algorithm/

KAGGLE.COM

Great resources at kaggle.com to learn data science, ML/AI: https://www.kaggle.com/learn/pandas https://www.kaggle.com/learn/intro-to-dee...

PIAIC

Initiative to improve knowledge in cutting edge areas: https://www.piaic.org/

CRISPR

Came across below article on a high school journal: https://www.scriptajournal.org/uploads/1/3/9/7/139783056/kuppuswamy_ethical_implicati...

NFT

Nice article to know about NFTs: https://www.scriptajournal.org/uploads/1/3/9/7/139783056/sahasra_chava__nft_s__1_.pdf

Toyota Sequoia All New 2023

Toyota is launching all new 2023 Sequoia later this year. Check out the Toyota press release: https://pressroom.toyota.com/standing-tall-...

Q Learning, Deep Q Learning (DQN)

Helpful resources to understand Q Learning: https://towardsdatascience.com/introduction-to-various-reinforcement-learning-algorithms-i-q-...

Backward Propagation in Neural Networks

Good resources on backward propagation in neural networks https://www.analyticsvidhya.com/blog/2021/06/how-does-backward-propagation-work...

Self-driving cars

Some interesting reading material on self-driving vehicles: https://www.micron.com/about/blog/2018/january/artificial-intelligence-in-aut...

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