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Machine Learning Basic to Advanced - Self Paced

Self-Paced Course
interested count59k+ interested Geeks

This beginner to advanced level Machine Learning- Self Paced Course will help you learn all about ML, Data Processing, NLP & all other important topics. Also includes Machine Learning projects for a hands on learning experience.

levelBeginner to Advancedcourse duration4 Weeks
interested count59k+ interested Geeks
Lifetime AccessComprehensive LearningIndustry ReadinessCapstone Projects

Course Overview

Machine Learning is one of the most exciting technologies that one would ever come across. As is evident from the name, it is the technology that gives a program: The ability to learn. But even the machines cannot start learning on their own. Right? This is where YOU come in! Learn more about what machine learning is.

This Machine Learning Self-Paced Course will help you get started with the basics of ML, before moving on to advanced concepts. You will start off by getting introduced to topics such as: What is ML, Data in ML, and other basic concepts required to help build a strong base. You will get also get introduced to other important ML and AI concepts such as Regression, Classification, Clustering and will get to learn all about NLP. This self-paced course now also includes a host of real life Projects, which will give you real-time exposure on the topics of Sentiment Analysis, GDP Analysis, Text Encoding Decoding, Text Summarisation, among many others.

Mentored by industry experts who have years of experience in ML and many industry-based projects, you will surely go on to create a name for yourself in the field of Data Science and Artificial Intelligence. So wait no more, enter the world of AI and ML today!

Pre-requisite: Basics of Python Programming Language.

Once you are done with this self paced ML Course, it is recommended for you to check out Data Science-Live Classes and advance your career as a data scientist!

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Course Content

01Machine Learning Understanding

Get answers to all Machine Learning related questions, What is ML, Data in ML, Anaconda, Jupyter Notebook etc

02Handling Data

Learn about Numpy, Pandas, Matplotlib, Array Dimension, Categorical Data, Data Splitting, Data Scaling, Handling Missing Data etc 

03Regression

Learn about Linear Regression, Polynomial Linear Regression, Support Vector, Decision Tree, Random Forest etc

04Classification

Know all about Logistic Regression, K-NN Intuition & Code , Naive Bayes, Decision Tree Intuition, Decision Tree code, Random Forest Code, etc

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What you will learn

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What you will learn

  • How to handle data efficiently 

  • Python tools related to Data Science

  • Complete Mathematical understanding of Machine Learning

  • Application of Machine Learning Models to solve real-life problems

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Testimonials

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I recently completed a machine learning course and it was an incredibly valuable and enriching experience. The course material was well-organized and ...
Gudipati Sai Krishna
Gudipati Sai Krishna
Placed in Software Developer at Qualcomm
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The course is very broad covering topics from basic to some advanced machine learning topics. It is also very practical oriented.
Manoj Sahit Reddy Vanga
Manoj Sahit Reddy Vanga
Intern in Sciffer analytics
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This course is very useful for a Beginner who is passionate about Machine Learning. This Course contains Detail explanation from the scratch. With the...
Mandavyapuram Hemanth Kumar
Mandavyapuram Hemanth Kumar
Placed in Accenture as a Advance Application Developer
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This course is well-structured. After this course, I got exposure to real-world problems related to ML and I was able to apply the learnings. Even tho...
Samarjeet Banik
Samarjeet Banik
Placed in Ernst & Young
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First of all, I want to thank GFG for providing such as amazing course, I personally learned a lot of things and this helped me with getting my placem...
Adesh Pawar
Adesh Pawar
Placed at Rockwell Automation
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"With the completion of the Geeksforgeeks Machine Learning - Basic to Advanced course, I am successful in building a solid foundation in Machine Learn...
Vidit Saini
Vidit Saini
Placed at Outlier

Frequently Asked Questions

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Is there any number to contact for any query?

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Is this a certification course?

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How can I register for the course?

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Is there any demo lecture video of this course?

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Do we have doubt support in this program?

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What features does Doubt Support have?