Epython Lab
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Welcome to Epython Lab, where you can get resources to learn, one-on-one trainings on machine learning, business analytics, and Python, and solutions for business problems.

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This is a step by step web scrapping tutorials from scratch
๐Ÿ‘‰Learn how to scrape data from any website for data analysis
https://www.youtube.com/playlist?list=PL0nX4ZoMtjYESrtqb0zrOoDkS5XskWB25

๐Ÿ‘‰Join Telegram https://t.me/epythonlab/

#python #data #webscraping #epythonlab
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Forwarded from Epython Lab
A New Mojo Programming Language for Machine Learning- Full Course for Beginners
https://youtu.be/pyfCTxKcDPY

Join #epythonlab https://t.me/epythonlab
I am excited to share with you the Python Programming for Beginners roadmap

Basic Python Programming: https://youtu.be/ISv6XIl1hn0

Data Structures with Projects full tutorial for beginners
https://www.youtube.com/watch?v=lbdKQI8Jsok

OOP in Python - beginners Crash Course https://www.youtube.com/watch?v=I7z6i1QTdsw

Join #epythonlab https://t.me/epythonlab

Join https://t.me/epythonlab for more learning resources
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Forwarded from Epython Lab
I am excited to share with you the Python Programming for Beginners roadmap

Basic Python Programming: https://youtu.be/ISv6XIl1hn0

Data Structures with Projects full tutorial for beginners
https://www.youtube.com/watch?v=lbdKQI8Jsok

OOP in Python - beginners Crash Course https://www.youtube.com/watch?v=I7z6i1QTdsw

Join #epythonlab https://t.me/epythonlab

Join https://t.me/epythonlab for more learning resources
โค6
Python is easy to learn ... but Hard to Master!
https://youtu.be/M7EwUvApaNU
โค4
๐Ÿš€ How to Become a Self-Taught AI Developer?

AI is transforming the world, and the best part? You donโ€™t need a formal degree to break into the field! With the right roadmap and hands-on practice, anyone can become an AI developer. Hereโ€™s how you can do it:

1๏ธโƒฃ Master the Fundamentals of Programming

Start with Python, as itโ€™s the most popular language for AI. Learn data structures, algorithms, and object-oriented programming (OOP). Practice coding on LeetCode and HackerRank.

๐Ÿ‘‰How to get started Python:https://youtube.com/playlist?list=PL0nX4ZoMtjYGSy-rn7-JKt0XMwKBpxyoE&si=N8rHxnIYnZvF-WBz
How to Create & Use Python Virtual Environments | ML Project Setup + GitHub Actions CI/CD https://youtu.be/qYYYgS-ou7Q

๐Ÿ‘‰Beginner's Guide to Python Programming. Getting started now: https://youtube.com/playlist?list=PL0nX4ZoMtjYGSy-rn7-JKt0XMwKBpxyoE&si=N8rHxnIYnZvF-WBz

๐Ÿ‘‰Data Structures with Projects full tutorial for beginners
https://www.youtube.com/watch?v=lbdKQI8Jsok

๐Ÿ‘‰OOP in Python - beginners Crash Course https://www.youtube.com/watch?v=I7z6i1QTdsw

2๏ธโƒฃ Build a Strong Math Foundation

AI relies on:
๐Ÿ”น Linear Algebra โ€“ Matrices, vectors (used in deep learning) https://youtu.be/BNa2s6OtWls
๐Ÿ”น Probability & Statistics โ€“ Bayesian reasoning, distributions https://youtube.com/playlist?list=PL0nX4ZoMtjYEl_1ONxAZHu65DPCQcsHmI&si=tAz0B3yoATAjE8Fx
๐Ÿ”น Calculus โ€“ Derivatives, gradients (used in optimization)

๐Ÿ“š Learn from 3Blue1Brown, Khan Academy, or MIT OpenCourseWare.

3๏ธโƒฃ Learn Machine Learning (ML)

Start with traditional ML before deep learning:
โœ”๏ธ Supervised Learning โ€“ Linear regression, decision trees https://youtube.com/playlist?list=PL0nX4ZoMtjYGV8Ff_s2FtADIPfwlHst8B&si=buC-eP3AZkIjzI_N
โœ”๏ธ Unsupervised Learning โ€“ Clustering, PCA
โœ”๏ธ Reinforcement Learning โ€“ Q-learning, deep Q-networks

๐Ÿ”— Best course? Andrew Ngโ€™s ML Course on Coursera.

4๏ธโƒฃ Dive into Deep Learning

Once comfortable with ML, explore:
โšก๏ธ Neural Networks (ANNs, CNNs, RNNs, Transformers)
โšก๏ธ TensorFlow & PyTorch (Industry-standard deep learning frameworks)
โšก๏ธ Computer Vision & NLP

Try Fast.ai or the Deep Learning Specialization by Andrew Ng.

5๏ธโƒฃ Build Real-World Projects

The best way to learn AI? DO AI. ๐Ÿš€
๐Ÿ’ก Train models with Kaggle datasets
๐Ÿ’ก Build a chatbot, image classifier, or recommendation system
๐Ÿ’ก Contribute to open-source AI projects

6๏ธโƒฃ Stay Updated & Join the AI Community

AI evolves fast! Stay ahead by:
๐Ÿ”น Following Google AI, OpenAI, DeepMind
๐Ÿ”น Engaging in Reddit r/MachineLearning, LinkedIn AI discussions
๐Ÿ”น Attending AI conferences like NeurIPS & ICML

7๏ธโƒฃ Create a Portfolio & Apply for AI Roles

๐Ÿ“Œ Publish projects on GitHub
๐Ÿ“Œ Share insights on Medium/Towards Data Science
๐Ÿ“Œ Network on LinkedIn & Kaggle

No CS degree? No problem! AI is about curiosity, consistency, and hands-on experience. Start now, keep learning, and letโ€™s build the future with AI. ๐Ÿš€

Tagging AI learners & enthusiasts: Whatโ€™s your AI learning journey like? Letโ€™s connect!. ๐Ÿ”ฅ๐Ÿ‘‡

#AI #MachineLearning #DeepLearning #Python #ArtificialIntelligence #SelfTaught
๐Ÿ‘1
Forwarded from Epython Lab
๐Ÿš€ How to Become a Self-Taught AI Developer?

AI is transforming the world, and the best part? You donโ€™t need a formal degree to break into the field! With the right roadmap and hands-on practice, anyone can become an AI developer. Hereโ€™s how you can do it:

1๏ธโƒฃ Master the Fundamentals of Programming

Start with Python, as itโ€™s the most popular language for AI. Learn data structures, algorithms, and object-oriented programming (OOP). Practice coding on LeetCode and HackerRank.

๐Ÿ‘‰How to get started Python:https://youtube.com/playlist?list=PL0nX4ZoMtjYGSy-rn7-JKt0XMwKBpxyoE&si=N8rHxnIYnZvF-WBz
How to Create & Use Python Virtual Environments | ML Project Setup + GitHub Actions CI/CD https://youtu.be/qYYYgS-ou7Q

๐Ÿ‘‰Beginner's Guide to Python Programming. Getting started now: https://youtube.com/playlist?list=PL0nX4ZoMtjYGSy-rn7-JKt0XMwKBpxyoE&si=N8rHxnIYnZvF-WBz

๐Ÿ‘‰Data Structures with Projects full tutorial for beginners
https://www.youtube.com/watch?v=lbdKQI8Jsok

๐Ÿ‘‰OOP in Python - beginners Crash Course https://www.youtube.com/watch?v=I7z6i1QTdsw

2๏ธโƒฃ Build a Strong Math Foundation

AI relies on:
๐Ÿ”น Linear Algebra โ€“ Matrices, vectors (used in deep learning) https://youtu.be/BNa2s6OtWls
๐Ÿ”น Probability & Statistics โ€“ Bayesian reasoning, distributions https://youtube.com/playlist?list=PL0nX4ZoMtjYEl_1ONxAZHu65DPCQcsHmI&si=tAz0B3yoATAjE8Fx
๐Ÿ”น Calculus โ€“ Derivatives, gradients (used in optimization)

๐Ÿ“š Learn from 3Blue1Brown, Khan Academy, or MIT OpenCourseWare.

3๏ธโƒฃ Learn Machine Learning (ML)

Start with traditional ML before deep learning:
โœ”๏ธ Supervised Learning โ€“ Linear regression, decision trees https://youtube.com/playlist?list=PL0nX4ZoMtjYGV8Ff_s2FtADIPfwlHst8B&si=buC-eP3AZkIjzI_N
โœ”๏ธ Unsupervised Learning โ€“ Clustering, PCA
โœ”๏ธ Reinforcement Learning โ€“ Q-learning, deep Q-networks

๐Ÿ”— Best course? Andrew Ngโ€™s ML Course on Coursera.

4๏ธโƒฃ Dive into Deep Learning

Once comfortable with ML, explore:
โšก๏ธ Neural Networks (ANNs, CNNs, RNNs, Transformers)
โšก๏ธ TensorFlow & PyTorch (Industry-standard deep learning frameworks)
โšก๏ธ Computer Vision & NLP

Try Fast.ai or the Deep Learning Specialization by Andrew Ng.

5๏ธโƒฃ Build Real-World Projects

The best way to learn AI? DO AI. ๐Ÿš€
๐Ÿ’ก Train models with Kaggle datasets
๐Ÿ’ก Build a chatbot, image classifier, or recommendation system
๐Ÿ’ก Contribute to open-source AI projects

6๏ธโƒฃ Stay Updated & Join the AI Community

AI evolves fast! Stay ahead by:
๐Ÿ”น Following Google AI, OpenAI, DeepMind
๐Ÿ”น Engaging in Reddit r/MachineLearning, LinkedIn AI discussions
๐Ÿ”น Attending AI conferences like NeurIPS & ICML

7๏ธโƒฃ Create a Portfolio & Apply for AI Roles

๐Ÿ“Œ Publish projects on GitHub
๐Ÿ“Œ Share insights on Medium/Towards Data Science
๐Ÿ“Œ Network on LinkedIn & Kaggle

No CS degree? No problem! AI is about curiosity, consistency, and hands-on experience. Start now, keep learning, and letโ€™s build the future with AI. ๐Ÿš€

Tagging AI learners & enthusiasts: Whatโ€™s your AI learning journey like? Letโ€™s connect!. ๐Ÿ”ฅ๐Ÿ‘‡

#AI #MachineLearning #DeepLearning #Python #ArtificialIntelligence #SelfTaught
๐Ÿ‘4