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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. Commonly used 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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