WEB SUGGESTIONS- Categorized list of free certifications, learning platforms, and resources for students

Here’s an categorized list with resources for Data Science, Machine Learning (ML), and Generative AI:👇

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1. Free Virtual Work Experience Programs

• Forage – Virtual internships with top companies like TATA, Accenture, PWC, Deloitte, etc.
  🔗 Visit Forage

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2. Free Data Science, Machine Learning & AI Certifications

• Kaggle – Free courses on SQL, Python, Machine Learning (ML), Deep Learning (DL).
  🔗 Visit Kaggle Learn
• Infosys Springboard – Free courses and certifications in AI, ML, and more.
  🔗 Visit Infosys Springboard
• Great Learning – Free certification courses in data science, ML, AI.
  🔗 Visit Great Learning Academy
• Fast.ai – Practical deep learning courses for AI & ML beginners.
  🔗 Visit Fast.ai

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3. Generative AI & Deep Learning

• Google AI Learning – Free courses on ML, AI, Generative AI, TensorFlow, and more.
  🔗 Visit Google AI
• Microsoft AI for Beginners – Free AI and deep learning courses.
  🔗 Visit Microsoft AI
• OpenAI Learning – Guides on Generative AI, ChatGPT, and advanced AI models.
  🔗 Visit OpenAI
• DeepLearning.AI (by Andrew Ng) – Free ML & AI courses including ChatGPT and Generative AI.
  🔗 Visit DeepLearning.AI
• Meta AI Learning – Free AI & ML training from Meta (Facebook).
  🔗 Visit Meta AI

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4. Project-Based Learning (Data Science & AI)

• CampusX (YouTube Channel) – Hands-on data science and ML projects.
  🔗 Watch Sample Project
• Papers with Code – Research papers with code implementations in AI & ML.
  🔗 Visit Papers with Code

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5. Free Courses on Coursera

• Python Programming
  • Introduction to Python
  • Python Basics
• C Programming
  • C for Everyone

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6. Aptitude & Placement Preparation

• Indiabix – Aptitude, logical reasoning, and interview preparation.
  🔗 Visit Indiabix
• PrepInsta – Placement preparation and aptitude practice.
  🔗 Visit PrepInsta
• CareerRide (YouTube Channel) – Aptitude and interview preparation.

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These resources will help students learn Data Science, ML, and Generative AI for free and build hands-on experience! 🚀