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) /...
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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) /...
For normal distribution, - 68% of data will fall within one standard deviation - 95% of data will fall within two standard deviation -...
Uniform Distribution: The distribution of probability where probability of any outcome is equal, for instance dice. Binomial...
Some good resources to learn Linear Programming Bertsimas, D., and Tsitsiklis, J., Introduction to Linear Optimization, 1997. Vanderbei,...
Awesome to solve various modeling problems using Linear programming, mixed integer linear programming etc. https://www.gurobi.com/resourc...
Easy read on Kruskal's graph algorithm - https://stackabuse.com/graphs-in-python-minimum-spanning-trees-kruskals-algorithm/
https://stackabuse.com/boruvkas-algorithm-in-python-theory-and-implementation/
Nicely curated article on BFS with code - https://stackabuse.com/graphs-in-python-breadth-first-search-bfs-algorithm/
https://stackabuse.com/depth-first-search-dfs-in-python-theory-and-implementation/
Awesome article to understand Dijkstra's algorithm - https://stackabuse.com/dijkstras-algorithm-in-python/
Very nice article to understand minimum spanning tree using Prim's algorithm: https://stackabuse.com/graphs-in-python-minimum-spanning-tr...
Nice article with step by step approach and code to implement A* algorithm: https://stackabuse.com/basic-ai-concepts-a-search-algorithm/
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...
Initiative to improve knowledge in cutting edge areas: https://www.piaic.org/
Came across below article on a high school journal: https://www.scriptajournal.org/uploads/1/3/9/7/139783056/kuppuswamy_ethical_implicati...
Nice article to know about NFTs: https://www.scriptajournal.org/uploads/1/3/9/7/139783056/sahasra_chava__nft_s__1_.pdf
Toyota is launching all new 2023 Sequoia later this year. Check out the Toyota press release: https://pressroom.toyota.com/standing-tall-...
Helpful resources to understand Q Learning: https://towardsdatascience.com/introduction-to-various-reinforcement-learning-algorithms-i-q-...
Good resources on backward propagation in neural networks https://www.analyticsvidhya.com/blog/2021/06/how-does-backward-propagation-work...
Some interesting reading material on self-driving vehicles: https://www.micron.com/about/blog/2018/january/artificial-intelligence-in-aut...