Analytics Vidhya - Machine Learning & Data Science

Analytics Vidhya app provides high quality learning resources for data scientists, data engineers and students who want to study data science and machine learning algorithms, along with codes. Get Personalized learning articles and courses based on your preferences

Free Courses on the app

1. Introduction to Business Analytics

2. Introduction to Python

3. Introduction to NLP

4. Introduction to AI and ML

5. Pandas for data analysis

6. Getting started with decision trees

7. Convolutional Neural Networks

8. Support Vector Machines

9. Fundamentals of Regression Analysis

10. Linear Programming for data science professionals

11. Introduction to Pytorch for deep learning

12. Naivebayes from scratch

13. Ensemble Learning Techniques

14. KNN in Python and R

15. Dimensionality Reduction in Machine Learning

16. Getting started with scikit-learn

17. Hypothesis testing for data science and analytics

Get your hands dirty with Free Project courses on the app

1. Twitter Sentiment Analysis

2. Bigmart Sales Prediction using R

3. Loan Prediction Practice Problem

Learn from popular articles on the app

1. Essentials of Machine Learning Algorithms

2. A complete tutorial to learn data science using Python

3. Types of Regression

4. Naivebayes Algorithm

5. Understanding SVM

6. Complete tutorial on tree based modelling

7. Complete tutorial in time series modelling in R

8. Introduction to KNN

9. A comprehensive guide to data exploration

Also get new articles everyday on the app and in notifications to be updated with the data science practice and industry

Analytics Vidhya is India's largest and the world's 2nd largest data science community.

Our aim is to help you learn concepts of data science, machine learning, deep learning, big data, NLP, Computer Vision & artificial intelligence (AI) in the most interactive manner from the basics right up to very advanced levels.

We have more than a million registered users and more than 5 million monthly visits on our portal. People engage on Analytics Vidhya to learn from thought leaders and industry experts, participate in hiring, branding & problem solving/crowd sourcing hackathons on our Global DataHack Platform (https://datahack.analyticsvidhya.com/contest/all/) in areas such as Artificial Intelligence, Machine Learning , Data Engineering, Data Mining and Advanced Analytics, and also engage in discussions to share ideas and solve data related business problems for organisations. We have a platform for courses (https://courses.analyticsvidhya.com/) where you can enroll in programs like AI and ML Blackbelt (self paced program) and Bootcamp (Fresheres program with Job Guarantee in data science) created by industry leaders in data science and artificial intelligence where you can enroll in courses and sharpen your skillset.

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