Thursday, February 6, 2025

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:πŸ‘‡


1. Free Virtual Work Experience Programs

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

2. Free Data Science, Machine Learning & AI Certifications

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

3. Generative AI & Deep Learning

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

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


5. Free Courses on Coursera


6. Aptitude & Placement Preparation

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

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

Some reputable companies offering free data science certifications

 Here are some reputable companies offering free data science certifications that are beneficial for students:

  1. IBM Data Science Professional Certificate: Offered through Coursera, this program consists of nine courses covering topics such as data science fundamentals, Python programming, data visualization, and machine learning. Upon completion, learners receive a professional certificate from IBM.

  2. Great Learning's Free Data Science Courses: Great Learning Academy provides a variety of free courses in data science, including topics like Python, machine learning, and data visualization. These courses are designed to help learners build foundational skills and offer a certificate upon completion.

  3. Simplilearn's Free Data Science Courses: Simplilearn offers free courses that cover various aspects of data science, such as business analytics with Excel, data science with Python, and data visualization. These courses are tailored to enhance your understanding and provide a completion certificate.

  4. DataCamp's Free Data Science Courses: DataCamp provides free access to introductory courses in data science, focusing on programming languages like Python and R, as well as data analysis and visualization techniques. While some content requires a subscription, there are free courses available that include interactive exercises.

More

These certifications can help you build valuable skills in data science and enhance your resume. Be sure to check the specific requirements and time commitments for each program to find the best fit for your learning goals.

Reference Book1: Joel Grus, β€œData Science From Scratch”, OReilly, 2019

Textbook2: Prateek Gupta, β€œData Science with Jupyter” BPB publishers, 2019 for basics

Unit-1 Data Science Notes