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Analytics Vidhya is an e-Learning platform where you can get courses related to machine learning, artificial intelligence, business analytics, data science, big data, data visualizations tools and techniques.
Analytics Vidhya offers a lot of courses and e-books for free and for some courses you can even get a free certificate after completing it.
Analytics Vidhya Free Courses with Certificate
1. Machine Learning Certification Course for Beginners
Machine Learning is the study of teaching machines to learn on their own. Machine Learning is reshaping and revolutionizing the world, as well as disrupting industries and job roles all over the world.
You will learn Python, the fundamentals of machine learning, how to build machine learning models, and feature engineering techniques to improve the performance of your machine learning models in this analytics vidhya machine learning free course.
Through this analytics vidhya free ml course, you will learn about Python libraries, understand how to use machine learning to solve classification and regression problems, the significance of statistics and exploratory data analysis (EDA) in data science, and much more.
2. Introduction to Python
The majority of industry experts advise beginning your Data Science journey with Python. Python is the most popular language for Data Science and Machine Learning projects in both large corporations and startups.
Python is a very versatile language because it already has a wide range of functionalities. The sheer number of functionalities may appear overwhelming and complicated; however, you do not need to be well-versed in all of them.
This course will help you advance your career by teaching you how to use Python, the best and most popular data science language. Start your Data Science journey by leveraging your Python skills. This course is designed for people who have no prior experience with coding or data science.
3. Getting started with Decision Trees
A Decision Tree is a flowchart-like structure in which each node represents a decision, each branch represents the decision’s outcome, and each terminal node provides a prediction/label.
One of the most powerful algorithms in Machine Learning is the Decision Tree algorithm. Beginners and experts both use decision trees to build machine learning models. This course will teach you everything you need to know about Decision Trees and how to implement them in Python.
The course begins with an overview of Decision Trees, the philosophy behind them, and why they are so popular among data scientists. You will also learn all of the decision tree terminologies in a hands-on manner.
4. Getting Started with Neural Networks
The majority of deep learning applications rely on neural networks. Neural networks are used in a wide range of applications, from computer vision to Natural Language Processing (NLP) tasks such as writing essays and creating human-like chatbots.
Begin your deep learning journey with Analytics Vidhya’s Introduction to Neural Networks course! Learn how a neural network works and its various applications in computer vision, natural language processing, and other fields.
5. Introduction to Natural Language Processing
Natural Language Processing (NLP) is the process by which machines can be taught to understand human languages and extract meaning from text. The art of extracting information from unstructured text is known as natural language processing (NLP).
This course will teach you the fundamentals of Natural Language Processing, Regular Expressions, and Text Pre-processing.
6. Writing Powerful Data Science Articles
Writing about a concept is the best way to learn it, especially in data science. This not only helps you understand what you learned in greater depth but also helps others understand how a particular data science idea works.
This free crash course on writing powerful data science articles is divided into two 1-hour sessions.
The first session discusses the power of writing, how to write audience-driven content, and so on.
The second session of this course explains various tips for increasing article engagement, increasing article reach, and everything about Search Engine Optimization (SEO).
Analytics Vidhya Free Courses (No Certificate)
Topics that you can learn for free in Analytics Vidhya :
- Data Science
- Machine Learning
- Deep Learning
- Business Analytics
- Natural Language Processing (NLP)
- Project based courses
- Data Visualisation Tools