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πŸ’― Use Kaggle like a pro with this method!


πŸ‘¨πŸ»β€πŸ’» Never underestimate Kaggle! One of the best ways to start learning data science and ML is Kaggle. A place where theory turns into practice, beginners become professionals, and skills turn into value.


🎯 This roadmap is the key to practical use of this amazing platform:πŸ‘‡


⬅️ Step one: Strengthen your basic skills!

✏️ Start with Kaggle's short and free courses. Practical, focused, and suitable for beginners.


βœ… Python ⬅️ Link

β˜‘οΈ Introduction to Machine Learning ⬅️ Link

βœ”οΈ Introduction to Deep Learning ⬅️ Link

βœ”οΈ Introduction to SQL ⬅️ Link

βœ”οΈ Introduction to Game AI and RL ⬅️ Link


πŸ“ Complete list of courses ⬅️Link

                   βž–βž–βž–βž–βž–βž–

⬅️ Step two: Apply what you’ve learned.

✏️ Learning alone is not enough; you have to solve problems! Kaggle competitions are the best place for this.

βœ… Classification problem for beginners

β˜‘οΈ Regression-based challenge

βœ”οΈ Fake news detection with NLP

βœ”οΈ Deep learning on image data with TPU


πŸ“ Complete list of competitions ⬅️Link

https://www.tgoop.com/CodeProgrammer 🌟
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πŸ’― Use Kaggle like a pro with this method!


πŸ‘¨πŸ»β€πŸ’» Never underestimate Kaggle! One of the best ways to start learning data science and ML is Kaggle. A place where theory turns into practice, beginners become professionals, and skills turn into value.


🎯 This roadmap is the key to practical use of this amazing platform:πŸ‘‡


⬅️ Step one: Strengthen your basic skills!

✏️ Start with Kaggle's short and free courses. Practical, focused, and suitable for beginners.


βœ… Python ⬅️ Link

β˜‘οΈ Introduction to Machine Learning ⬅️ Link

βœ”οΈ Introduction to Deep Learning ⬅️ Link

βœ”οΈ Introduction to SQL ⬅️ Link

βœ”οΈ Introduction to Game AI and RL ⬅️ Link


πŸ“ Complete list of courses ⬅️Link

                   βž–βž–βž–βž–βž–βž–

⬅️ Step two: Apply what you’ve learned.

✏️ Learning alone is not enough; you have to solve problems! Kaggle competitions are the best place for this.

βœ… Classification problem for beginners

β˜‘οΈ Regression-based challenge

βœ”οΈ Fake news detection with NLP

βœ”οΈ Deep learning on image data with TPU


πŸ“ Complete list of competitions ⬅️Link

https://www.tgoop.com/CodeProgrammer 🌟

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