https://www.kaggle.com/
IBM Cognitive Class https://cognitiveclass.ai/
Here is the free learning program from IBM,
These can be done in two to three weeks' time and earn badges on completion, which can add value to the profile.
- Data Science Foundations
- Data Science for Business
- Applied Data Science with Python
- Mathematical Optimization for Business Problems
- Deep Learning
- Data Science Tools
Udacity
https://www.udacity.com/
https://www.udacity.com/
https://www.udacity.com/
Udacity Free Courses for Data science
· Eigenvectors and Eigenvalues
· Intro to Descriptive Statistics
· Intro to Inferential Statistics
· Introduction to Python Programming
· Data Visualization with Tableau
Coursera Free Courses
· Practical Time Series Analysis
· Bayesian Statistics: From Concept to Data Analysis
· Python and Statistics for Financial Analysis
Intel® AI Developer Program: AI Courses
· Applied Deep Learning with TensorFlow*
· Distributed AI with the Ray Framework
| Stream | Course | Link | Duration |
| Python | Introduction To Python Programming | Link | 4.5 hrs |
| Python | Python Data Structures A to Z | Link | 2 hrs |
| Python | Python for Beginners: Learn with Examples and Mini-Project | Link | 11 hrs |
| Python | Master Python Complete Course | Link | 6.5 hrs |
| Python | Python for Beginner : Boot up Skill by Solve 29 Problems | Link | 32 mins |
| Data science | Python For Data Science | Link | 4 hrs |
| Data science | Learn NumPy Fundamentals (Python Library for Data Science) | Link | 2 hrs |
| Data science | Master Data Analysis with Python - Intro to Pandas | Link | 5 hrs |
| Data science | The Top 5 Machine Learning Libraries in Python | Link | 1.5 hrs |
| Data science | Learn Core Python, Numpy and Pandas | Link | 3 hrs |
| Tableau | Tableau Tutorial for Beginners | Link | 1.5 hrs |
| Tableau | Learn Tableau Desktop for Accurate Business Analysis | Link | 1.5 hrs |
| Tableau | Tableau Server Essentials: Skills for Server Administrators! | Link | 1 hr |
| Tableau | Tableau 2020 Made for Non-Tech Backgrounds - Get Certified! | Link | 3 hrs |
| General | Better Time Management | Link | 30 mins |
| General | Time Management | Link | 1 hr |
| SQL | PostgreSQL for Newcomers | Link | 4.5 hrs |
| SQL | SQL Tutorial for Beginners - Learn SQL using 30 scenarios | Link | 2.5 hrs |
Other Free Courses/Resources
· 1 hour crash course: Intro to python from Microsoft
· Faster Data Science Education from Kaggle
· Python Programming: A Beginner's Guide to Learn Python in 7 Days ebook
Coursera
https://www.coursera.org/
https://www.coursera.org/
https://www.coursera.org/
https://www.coursera.org/
https://www.coursera.org/
DS/AI/ML Topics
- Python for Data analysis - https://lnkd.in/fvKavA2
- Python Quick Reference sheet - https://lnkd.in/fa9wirz
- Python Machine Learning Tutorial - https://lnkd.in/fteKpTY
- All Cheat Sheets in one place - https://lnkd.in/fsmfZns
- IBM FREE Cognitive classes for Data Science and Machine Learning - https://lnkd.in/fpp9QFT
- Data Visualization - https://lnkd.in/f3FXCue
- Getting Your First Data Science Job - https://lnkd.in/fQGHM2J
- DATA SCIENCE INTERVIEW QUESTIONS - https://lnkd.in/feKZVhv
- EXCEL EXPERT IN NO TIME - https://lnkd.in/fXC4dhj
- 10 Minutes to Pandas - https://lnkd.in/fpwaBCq
- Numpy 100 Exercises - https://lnkd.in/fVX7Khk
- Quick Reference Sheet (ML , DL & AI) - https://lnkd.in/fEVYMGD
- Machine Learning Yearning By Andrew Ng - https://lnkd.in/f_E-_pf
- MUST READ ARTICLES FOR DATA SCIENCE ENTHUSIAST - https://lnkd.in/fwPmurj
- Coursera Deep Learning Course Notes - https://lnkd.in/fwQRK_G
- Commonly used Machine Learning Algorithms - https://lnkd.in/f8msx2T
- DATA SCIENCE LEARNING PATH FOR COMPLETE BEGINNER - https://lnkd.in/f6NJJk9
