About this course
This comprehensive course on machine learning explains the basic statistics and programming that are required to work on machine learning problems. The course explains the basics of Python programming and the various packages required for machine learning. It also covers statistical distributions and explains the various types of data you will need to work with. The course then teaches you a type of machine learning called reinforcement learning. Reinforcement learning has applications in game development, smart assistants, recommendation systems, and in industries as varied as finance, oil and gas, etc. The course will explain reinforcement learning using a real world case study to ensure that learning is practical and hands-on.
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
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.
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Frequently Asked Questions
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.
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.
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.
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
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.
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.
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.
Great Learning Academy has a free course on Machine Learning with Python which covers the Python basics for machine learning in detail.
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.