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Wonderful list of projects that you can practice and be a pro in AI. All projects are of intermediate to advanced difficulty. you can learn valuable things during each and every project. Link and projects are in the below list. ---------------------------------------------------------- 𝗣𝗿𝗼𝗷𝗲𝗰𝘁𝘀 𝗻𝗮𝗺𝗲 => 𝗖𝗼𝗹𝗮𝗯 𝗙𝗶𝗹𝗲 𝗹𝗶𝗻𝗸 ---------------------------------------------------------- 1. Bike Share Business Case - shorturl.at/ovNPR 2. Reuters Author NLP - shorturl.at/pNZ39 3. Customer Lifetime Value - shorturl.at/cnILQ 4. Customer Segmentation - shorturl.at/fowOS 5. Customer Visits - shorturl.at/wFGV8 6. Demand Forecasting - shorturl.at/lUY38 7. AirBnB Sydney Rent Evaluation - shorturl.at/ioqLZ 8. Portfolio Optimisation - shorturl.at/ejsJ6 9. Economic Analysis - shorturl.at/hstTW 10. Loan Classification - shorturl.at/ksv18 11. Venture Capital - shorturl.at/zERU5 12. Bankruptcy Prediction - shorturl.at/pJTWZ 13. HR Analytics - shorturl.at/dzMWY

Natural Language Processing Course By fast. ai https://youtube.com/playlist?list=PLtmWHNX-gukKocXQOkQjuVxglSDYWsSh9

python-interview-questions-answers.pdf1.66 KB

Che out the Microservices Architecture at Netflix! 1. Client sends a Play request to Backend running on AWS. The request is handled by AWS Load balancer (ELB) 2. AWS ELB will forward that request to API Gateway Service running on AWS EC2 instances. That component, named Zuul, is built by the Netflix team to allow dynamic routing, traffic monitoring & security, etc 3. Application API component is the core business logic, in this scenario, the forwarded request from API Gateway Service is handled by Play API. 4. Play API will call a microservice or a sequence of microservices to fulfill the request. 5. Microservices are mostly stateless small programs, to control its cascading failure & enable resilience, each microservice is isolated from the caller processes by Hystrix. 6. Microservices can save to or get data from a data store during its process. 7. Microservices can send events for tracking user activities or other data to the Stream Processing Pipeline for either real-time processing of personalized recommendation. 8. The data coming out of the Stream Processing Pipeline can be persistent to other data stores such as AWS S3, Hadoop HDFS, Cassandra, etc.

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Learn About Python Microservices by Building an App Using Django, Flask, and React https://www.freecodecamp.org/news/python-microservices-course/

DS Interview Study Guide - PythonLearning.pdf4.40 KB

How to Convert Image into Oil Painting and Sketch in Python? https://youtu.be/hNI6q_brAnA

- Add a spreadsheet to your Jupyter notebook. - Edit the spreadsheet to generate production-ready Python. - Finish your data analysis quickly without worrying about Python syntax. Link : rb.gy/cqp7if

🆓 Introduction To Python 🐍 Programming A Quick and Easy Intro into Python Programming https://www.udemy.com/course/pythonforbeginnersintro/

CS50's Web Programming with Python and JavaScript Effort: 6–9 hours per week Price: FREE https://www.edx.org/course/cs50s-web-programming-with-python-and-javascript

Algorithmic Trading with Python – Free 4-hour Course With Example Code Repos https://www.freecodecamp.org/news/algorithmic-trading-using-python-course/amp/

🕵️‍♂️ Harry Potter's Invisibility-Cloak https://github.com/Devashi-Choudhary/Invisible-Cloak-or-Adrishya-Choga

Password : techringe

ML Q&A.pdf2.14 KB

Chapters Getting started with algorithms Algorithm Complexity Big-O Notation Trees Binary Search Trees Check if a tree is BST or not Binary Tree traversals Lowest common ancestor of a Binary Tree Graph Graph Traversals Dijkstra’s Algorithm A* Pathfinding A* Pathfinding Algorithm Dynamic Programming Applications of Dynamic Programming Kruskal's Algorithm Greedy Algorithms Applications of Greedy technique Prim's Algorithm Bellman–Ford Algorithm Line Algorithm Floyd-Warshall Algorithm Catalan Number Algorithm Multithreaded Algorithms Knuth Morris Pratt (KMP) Algorithm Edit Distance Dynamic Algorithm Online algorithms Sorting Bubble Sort Merge Sort Insertion Sort Bucket Sort Quicksort Counting Sort Heap Sort Cycle Sort Odd-Even Sort Selection Sort Searching Substring Search Breadth-First Search Depth First Search Hash Functions Travelling Salesman Knapsack Problem Equation Solving Longest Common Subsequence Longest Increasing Subsequence Check two strings are anagrams Pascal's Triangle