CoderKeith @CoderKeith1

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SQL Mindmap

The main actor of "The Gods Must Be Crazy", N!xau Toma, was only paid $300, even though the film produced in 1980 made over $200 million. He died a poor wretched bushman despite making millions of dollars for other people. He was hugely exploited at the negoting table.

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Here are 50 algorithms every programmer should know: Let's start with my top favorite 10. If nothing else, you should read about these algorithms and have a good idea of how they work: 1. Linear search to find an element in a list 2. Binary search to find an element on a sorted list 3. Bubble sort to sort a list 4. Merge sort will also sort lists 5. Quicksort to sort the list and do it fast 6. Dijkstra to find the shortest path in a graph 7. Breadth-first Search (BFS) for trees or graphs 8. Depth-first search (DFS) for trees or graphs 9. Huffman for doing data compression 10. Anything related to dynamic programming Learning about algorithms is like getting tattoos: you never have enough. Here are another 5 algorithms that will help you go beyond the basics: 11. Kruskal for the finding minimum spanning tree 12. Floyd Warshall, shortest paths in a graph 13. Union Find to detect cycles in a graph 14. Bellman-Ford, shortest path in a graph 15. Lee for finding the shortest path in a maze If you are serious about this topic, I recommend learning about algorithms' space and time complexity. People usually refer to this topic as "Big O" notation. You should build a good intuition about the performance of different algorithms and learn how to evaluate them. Machine Learning will rule the next 50 years, so the next 10 algorithms you can't ignore are the following: 16. Linear Regression 17. Logistic Regression 18. Decision Trees 19. Bayes' theorem 20. k-Nearest Neighbors (kNN) 21. Every algorithm related to neural networks 22. K-means 23. Random forest 24. Gradient boosting algorithms 25. Any dimensionality reduction algorithm (PCA, for instance) There are many more mind-blowing algorithms! I haven't found a better way to understand how computers work from a first-principles point of view than reading about different algorithms. I only mentioned 25 algorithms here, so here is a book if you want to learn a bit more: packt.link/DezGw

Master Excel Functions excel-easy.com/functions.html

1. You imagine the worst in every scenario Before anything even starts, your mind jumps to the worst-case - accidents on trips, serious illnesses from a small symptom - and those images feel real even if they’re unlikely. 2. You overthink the smallest stuff A tiny comment or a missed call can loop in your head for hours; you replay it, analyze tone and meaning, and convince yourself you did something wrong. 3. You can’t fall asleep even when you’re exhausted Your brain stays too busy to switch off, so you struggle to sleep, wake up early with worries, and can’t get back to rest. 4. You say no to plans even if you want to go Anxiety drains your energy and excitement - you’ll cancel or avoid events you were looking forward to because the idea of being there becomes overwhelming. 5. You’re always afraid you said something stupid After any conversation you scan your words for mistakes and cringe over things you might have said wrong, which keeps you from relaxing socially. 6. You compare yourself to others constantly Seeing peers’ successes makes you feel behind or inadequate, and you can’t stop measuring your worth against everyone else. 7. Kind concern can make you feel worse Even caring remarks can trigger more worry - you might hide your anxiety or start worrying more because others noticed something’s off. 8. Talking about the future makes you anxious Questions about five-year plans or future goals feel threatening and make you panic, because the future feels uncertain and pressure-filled. 9. You blame yourself when people don’t reply When someone doesn’t answer, your mind jumps to “I messed up” instead of considering simpler reasons like busyness or poor habits. 10. You often feel physically and mentally worn out Anxiety wears you down day after day - it shows physically and can make getting out of bed or functioning feel impossible sometimes. 11. You struggle to forgive work mistakes Even small errors at work stick with you for a long time; you ruminate and punish yourself instead of moving on. How to calm those weird anxiety thoughts Try accepting the thoughts without fighting them, find and note your triggers, practice simple mindfulness or breathing, and write down what you feel so it’s less stuck in your head.

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Selecting more than one worksheet as a group.

If I had 3 months to learn Data Analysis. Here is exactly what I will do: Open thread for more.

15 Hard Truths about Life: 1.