CS CORNER Sunita Rai
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All study material AND coding related stuffs ๐ŸŽ

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Group Link: telegram.me/cscorner
Discussion Link: telegram.me/cscornersunitarai

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Reinforcement Learning Course

This course teaches you practical reinforcement learning through hands-on implementation of Deep RL algorithms. It dives into Q-learning, policy gradients, and multi-agent systems with working code examples. And if you complete 80% of the Assignments you can get a certificate.
Prerequisite: Python and deep learning basics.

๐Ÿ“š Theory + Hands on Projects + Challenges
โฐ Duration: ~35 hours
๐Ÿƒโ€โ™‚๏ธ Self Paced
Created by ๐Ÿ‘จโ€๐Ÿซ: Hugging Face
๐Ÿ”— Course Link https://github.com/huggingface/deep-rl-class


#DeepReinforcementLearning #DeepLearning
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I conducted a Project session for TYIT, TYCS and TY Data scienceโค๏ธ
๐Ÿš€ Roadmap to Master Data Analytics in 50 Days! ๐Ÿ“Š๐Ÿ“ˆ 

๐Ÿ“… Week 1โ€“2: Foundations 
๐Ÿ”น Day 1โ€“3: What is Data Analytics? Tools overview 
๐Ÿ”น Day 4โ€“7: Excel/Google Sheets (formulas, pivot tables, charts) 
๐Ÿ”น Day 8โ€“10: SQL basics (SELECT, WHERE, JOIN, GROUP BY)

๐Ÿ“… Week 3โ€“4: Programming  Data Handling 
๐Ÿ”น Day 11โ€“15: Python for data (variables, loops, functions) 
๐Ÿ”น Day 16โ€“20: Pandas, NumPy โ€“ data cleaning, filtering, aggregation

๐Ÿ“… Week 5โ€“6: Visualization  EDA 
๐Ÿ”น Day 21โ€“25: Data visualization (Matplotlib, Seaborn) 
๐Ÿ”น Day 26โ€“30: Exploratory Data Analysis โ€“ ask questions, find trends

๐Ÿ“… Week 7โ€“8: BI Tools  Advanced Skills 
๐Ÿ”น Day 31โ€“35: Power BI / Tableau โ€“ dashboards, filters, DAX 
๐Ÿ”น Day 36โ€“40: Real-world case studies โ€“ sales, HR, marketing data

๐ŸŽฏ Final Stretch: Projects  Career Prep 
๐Ÿ”น Day 41โ€“45: Capstone projects (end-to-end analysis + report) 
๐Ÿ”น Day 46โ€“48: Resume, GitHub portfolio, LinkedIn optimization 
๐Ÿ”น Day 49โ€“50: Mock interviews + SQL + Excel + scenario questions

๐Ÿ’ฌ Tap โค๏ธ for more!
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