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Comprehensive

Machine Learning with Python

4.6 (550 Ratings)

Beginner

Skill level

Free

Course cost

About this course

This comprehensive Python and machine learning course explain the basic statistics and programming required to work on machine learning problems. Firstly, you will learn machine learning with Python by beginning with the basics and the various packages needed for machine learning. It also covers statistical distributions and explains the different types of data. The course then teaches you a type of machine learning called reinforcement learning, with the help of a real-world case study to ensure that learning is practical and hands-on. Reinforcement learning has applications in game development, smart assistants, recommendation systems, and in industries as varied as finance, oil, and gas, etc.

 

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Skills

  • Python
  • Statistics
  • Reinforcement learning
  • Machine learning

Course Syllabus

Machine Learning with Python

  • Introduction of Python and Its Libraries
  • Data frames with Pandas
  • Working on Filtering and Adding Columns
  • Filtering and Sorting
  • Grouping the Data
  • Loops and Functions
  • Summarising Data
  • Types of Data
  • Visualization Libraries
  • Basics of Statistics
  • Descriptive Statistics
  • Measures of Central Tendency
  • Measures of Dispersion
  • Introduction to Reinforcement Learning
  • Framework of Reinforcement Learning
  • Q - Learning
  • Case Study on Smart Taxi
  • Cardio Good Fitness Case Study for Descriptive Statistics

Course Certificate

Get Machine Learning with Python course completion certificate from Great learning which you can share in the Certifications section of your LinkedIn profile, on printed resumes, CVs, or other documents.

GL Academy Sample Certificate

Frequently Asked Questions

General Queries On This Free Course
Where can I learn Python for free?

You can avail the Python Foundation course on Great Learning Academy for free. The course will help you in learning Python basics and getting started with the programming language.    

 

Where can I learn machine learning for free?

You can check out the free machine learning courses available at Great Learning Academy. The free modules will help you to understand the basics of machine learning and the applications of Python in machine learning.

 

How long does it take to learn Python?

The Python for Machine Learning course is a free course on Great Learning Academy and will help you to learn the basics of Python with 5 hours of content. Once you complete that then you can practice regularly to strengthen your concepts of the programming language and its applications.

Can I learn python in a month?

Yes, you can learn Python in a month’s time with Great Learning Academy’s free and premium courses on Python. After that, the more you practice, the better you will get at it

 

Can I learn Python without any programming experience?

Even if you do not have any prior programming experience, you can still learn Python as the syntax is much easier than other programming languages such as Java, C++ etc. 

 

Will learning Python get me a job?

Yes, Python is the most popular programming language that is used in machine learning and data science applications and find applications in other domains too. Learning Python will give your career a direction and you will surely land jobs. 

 

How much does Python certification cost?

You can avail free Python programming courses on Great Learning Academy, and there are also some premium courses for only INR 1,999. You can get certified for almost free at Great Learning Academy. 

 

Which sites provide a free course of Machine Learning with Python?

Great Learning Academy has a free course on Machine Learning with Python which covers the Python basics for machine learning in detail. 

 

 

How do I become good at Python?

You can start learning Python with a free course on Great Learning Academy and then take up a premium course on the same platform. The free course will cover all the basics of Python Programming and the premium course will take you further into the details of Python Programming and its various applications for just INR 1,999.

 

Great Learning Academy - Free Online Certification Courses

Great Learning Academy, an initiative taken by Great Learning to provide free online courses in various domains, enables professionals and students to learn the most in-demand skills to help them achieve career success.

Great Learning Academy offers free certificate courses with 1000+ hours of content across 100+ courses in various domains such as Data Science, Machine Learning, Artificial Intelligence, IT & Software, Cloud Computing, Marketing & Finance, Big Data, and more. It has offered free online courses with certificates to 1 Million+ learners from 140 countries. The Great Learning Academy platform allows you to achieve your career aspirations by working on real-world projects, learning in-demand skills, and gaining knowledge from the best free online courses with certificates. Apart from the free courses, it provides video content and live sessions with industry experts as well.

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