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Top 17+ Online Courses on Python and ML to Pursue

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Top 17+ Online Courses on Python and ML to Pursue

Edited By Team Careers360 | Updated on Sep 22, 2021 12:08 PM IST | #Machine Learning

A career in machine learning is considered one of the hottest jobs in the present times. Machine learning is basically the science of getting computers to act and make accurate predictions without being explicitly programmed. It is expected that the global machine learning market will grow from USD 1.03 billion in 2016 to USD 8.81 billion by 2022, at a CAGR of 44.1%. So, there remains no doubt that ML is the skill of the future. Python, on the other side, is a popular general-purpose programming language, which has also become a crucial language to learn to become a programmer. You should learn machine learning with Python to master these skills.

Also read: Python Certification Courses

Online Machine Learning Courses & Certifications

Businesses require machine learning professionals to help them overcome challenges and be at the top of their game. Machine Learning enables businesses to quickly identify profitable opportunities and solve data-rich complex problems. After pursuing Python Machine Learning courses, you will explore a variety of job opportunities as a Machine learning engineer, Data scientist, BI developer, Human-centred machine learning designer, NLP scientist, etc. The average salary of a Machine Learning Engineer in India is Rs 699,867 per annum. So, if you are willing to learn ML and Python skills, we have accumulated some of the best Python Machine Learning courses.

Top 17+ Python Machine Learning Courses to Pursue Online

Course

Duration

Course Fees

Platform

Introduction to Machine Learning Course

10 Weeks

Free

Udacity

Machine Learning with Python

21 Hours

Rs 3,636

Coursera

Applied Machine Learning in Python

34 Hours

Rs 3,636

Coursera

Python for Data Science and Machine Learning Bootcamp

25 Hours

Rs 8,640

Udemy

Supervised learning with Scikit-learn

4 Hours

Free

DataCamp

2021 Python for Machine Learning & Data Science Masterclass

44 Hours

Rs 8,640

Udemy

Classical Machine Learning for Financial Engineering

7 Weeks

Rs 58,789

edX

Fundamentals of TinyML

5 Weeks

Free

edX

Bayesian Machine Learning in Python: A/B Testing

10.5 Hours

Rs 8,640

Udemy

Applications of TinyML

6 Weeks

Free

edX

Machine Learning- From Basics to Advanced

7 Hours

Rs 4,800

Udemy

Machine Learning with Python: from Linear Models to Deep Learning

15 Weeks

Free

edX

Python and Machine Learning for Asset Management

17 Hours

Rs 2,894

Coursera

Diploma in Machine Learning with R studio

4-5 Hours

Free

Alison

Using Machine Learning in Trading and Finance

19 Hours

Rs 3,636

Coursera

Machine Learning A-Zâ„¢: Hands-On Python & R In Data Science

15 Hours

Rs 1,280

Udemy

Deep Learning Prerequisites: The Numpy Stack in Python (V2+)

6 Hours

Rs 1,280

Udemy

Machine Learning for Apps

7 Hours

Rs 8,640

Udemy

Also read: Post Graduate Program in Machine Learning by University of Texas, Austin via Great Learning

1. Introduction to Machine Learning Course

Learn machine learning with Python in this one of the best Python machine learning courses. The course will not only let you learn the machine learning basics, but also some of the most important machine learning algorithms. You will also get to know how to evaluate the performance of ML algorithms. This python machine learning tutorial includes various topics such as ML Application in science and technology, Naive Bayes, Support Vector Machines, coding Decision Trees in Python, how to pick the right ML Algorithm, Datasets and Questions, Regressions, Outliers, Clustering, and Feature Scaling.

Course Duration: 10 Weeks

Course Fee: Free

Platform: Udacity

2. Machine Learning with Python

This is an intermediate level Python machine learning tutorial offered by IBM. In this course, you will be taught the basics of machine learning using a well-known programming language, Python. You will also learn about the purpose of machine learning and its application with the help of real-life examples. The curriculum of this amongst the highest-rated Python machine learning courses includes topics, such as Introduction to Machine Learning, ML Algorithms, supervised vs unsupervised learning, Regression, model evaluation, Classification, Clustering, and Recommender Systems.

Course Duration: 21 Hours

Course Fee: Rs 3,636

Platform: Coursera

Also read: IBM Courses & Certifications 2021

3. Applied Machine Learning in Python

Offered by the University of Michigan, this is another one of the highest-rated Python machine learning courses. This is the best course to learn machine learning with Python. The course will teach you how machine learning is different from descriptive statistics, creating and evaluating data clusters, different approaches to creating predictive models, and building features that meet analysis needs. After this course, you will gain various skills, including Python Programming, ML Algorithms, Machine Learning, and Scikit-Learn. The course curriculum includes Fundamentals of Machine Learning - Intro to SciKit Learn, Supervised Machine Learning, and Evaluation.

Course Duration: 34 Hours

Course Fee: Rs 3,636

Platform: Coursera

4. Python for Data Science and Machine Learning Bootcamp

If you are looking to learn Python for ML and data science, this course is for you. This is amongst the excellent Python machine learning courses where you will learn Spark for Big Data analysis, Plotly for interactive dynamic visualizations, SciKit-Learn for ML tasks, and Pandas for Data Analysis. You will also learn Machine Learning with Python, how to use Matplotlib for Python Plotting, Seaborn for statistical plots, K-Means Clustering, Logistic Regression, and Linear Regression.

Course Duration: 25 Hours

Course Fee: Rs 8,640

Platform: Udemy

Also read: Certificate Course in Subject: Artificial Intelligence on Microsoft Azure: Machine Learning and Python Basics by CloudSwyft Global Systems, Inc via Futurelearn

5. Supervised learning with Scikit-learn

Learn to use Python for performing supervised learning in this python machine learning tutorial. You will also get to know about building predictive models, tuning their parameters, and determining how well they will perform with unseen data. The curriculum of this one of the best Python machine learning courses includes Classification, Regression, Fine-tuning your model and Preprocessing, and pipelines.

Course Duration: 4 Hours

Course Fee: Free

Platform: DataCamp

6. 2021 Python for Machine Learning & Data Science Masterclass

This Python for ML course is designed for beginner Python Developers. In this course, you will get an introduction to machine learning with Python. It will also provide you with an insight into Machine Learning and Data Science with Python. To pursue this another one of the highest-rated python machine learning courses, you are required to have basic python knowledge. The course curriculum includes Programming with Python, NumPy, Data Analysis using Pandas, Machine Learning with SciKit Learn, Seaborn Data Visualisations, Types of ML Algorithms and Linear Regression, etc.

Course Duration: 44 Hours

Course Fee: Rs 8,640

Platform: Udemy

Also read: Certificate Course in Subject: Data Science with Python Course by Simplilearn

7. Classical Machine Learning for Financial Engineering

Offered by New York University, this Python machine learning tutorial will teach you to apply a systematic approach for solving data-based problems with a focus on finance. The course will also teach you to make predictions based on financial data and use alternative data sources like images and text for prediction. In addition, you will learn to use these techniques for optimizing portfolios, risk management and streamlining operations. The course includes an overview of ML, Machine Learning and Finance, Linear regression, Transformations, Classification, Error Analysis, Support Vector Machines and Unsupervised Learning, etc.

Course Duration: 7 Weeks (4–6 hours per week)

Course Fee: Rs 58,789

Platform: edX

Also read: Online Deep Learning Courses & Certifications

8. Fundamentals of TinyML

This one of the best Python machine learning courses offered by Harvard University will let you learn about the Fundamentals of Machine Learning and Deep Learning and how to glean data for ML. The course will also teach you about training and deploying ML models, embedded ML, and Responsible AI Design. The course curriculum includes topics, such as The Building Blocks of Machine Learning and Deep Learning and Responsible ML Design, etc. To enrol in this python machine learning tutorial, you must have Basic Scripting in Python.

Course Duration: 5 Weeks (2–4 hours per week)

Course Fee: Free, Add a Verified Certificate for Rs 14,642

Platform: edX

Also read: Certificate Course in Subject: Artificial Intelligence and Machine Learning for Business (Online) by Indian Institute of Management Ahmedabad

9. Bayesian Machine Learning in Python: A/B Testing

This course is designed for students and professionals who want to learn Bayesian ML techniques to apply to their data science work. This Python machine learning tutorial will teach you to use adaptive algorithms for enhancing A/B testing performance and apply Bayesian methods to A/B testing. The course includes 11 sections of 78 lectures covering real-world examples of A/B Testing, what is Bayesian Machine Learning?, Bayes Rule and Probability Review, Traditional A/B testing, and Bayesian A/B testing.

Course Duration: 10.5 Hours

Course Fee: Rs 8,640

Platform: Udemy

10. Applications of TinyML

In this one of the Python machine learning courses offered by Harvard University, you will learn the code behind the most used TinyML applications and some real-world industry applications of TinyML. The course includes concepts such as The TinyML Application Pipeline, Basics of Embedded Systems, Keyword Spotting, Anomaly Detection, Dataset Engineering for effective TinyML, and Responsible Machine Learning Development.

Course Duration: 6 Weeks (2–4 hours per week)

Course Fee: Free, Add a Verified Certificate for Rs 14,642

Platform: edX

Also read: Online Big Data Courses & Certifications

Online Data Analysis Courses & Certifications

Online Data Science Courses & Certifications

11. Machine Learning- From Basics to Advanced

This is another excellent course to learn machine learning with Python and get an introduction to machine learning with Python. This is among the best Python machine learning courses designed for beginners who seek a career as a data scientist, Python developers who are interested to boost their ML knowledge, and professionals who want to begin their career in machine learning. The course contains 5 sections of 16 lectures covering an introduction to machine learning and data wrangling, Linear Models for Regression & Classification - Machine Learning, Model Evaluation, Feature Selection Techniques and more.

Course Duration: 7 Hours

Course Fee: Rs 4,800

Platform: Udemy

Also read: Certificate Course in Subject: Machine Learning with PySpark for Big Data by Jigsaw Academy

12. Machine Learning with Python: from Linear Models to Deep Learning

Learn machine learning with Python in this one of the comprehensive Python machine learning courses offered by the Massachusetts Institute of Technology. The course will provide you with a thorough introduction to the field of machine learning. You will be taught about the various principles behind machine learning problems such as classification, regression, and clustering. You will also learn to apply and analyze models, such as linear models, neural networks, kernel machines, and graphical models. The course consists of various concepts such as Linear classifiers, separability, perceptron algorithm; Maximum margin hyperplane, loss, regularization; Non-linear classification, kernels; Deep learning, backpropagation; Reinforcement learning, etc.

Course Duration: 15 Weeks (10–14 hours per week)

Course Fee: Free, Add a Verified Certificate for ₹22,074

Platform: edX

13. Python and Machine Learning for Asset Management

This is another one of the best Python machine learning courses offered by EDHEC Business School to learn various skills, including Programming, Investment Management, and Computer Science. The course is designed to teach you the principles of supervised and unsupervised ML techniques and the basis of logistic regression and ML algorithms to classify variables into one of two outcomes. This Python machine learning tutorial syllabus covers ML fundamentals, ML techniques for robust estimation of factor models and for efficient portfolio diversification. It also includes regime analysis, Identifying recessions, crash regimes, and feature selection.

Course Duration: 17 Hours

Course Fee: Rs 2,894

Platform: Coursera

Also read: Certificate Course in Subject: Python Programming by National Institute of Technology Patna

14. Diploma in Machine Learning with R studio

Learn how machine learning techniques can be used to solve business problems in this one of the free Python machine learning courses. The course will let you learn to create business strategies using ML techniques, compute the relationship between the predictor and output variables, and analyze the basic statistical operations in the R programming language. This Python machine learning tutorial includes modules on Machine learning and R studio, Basics of Statistics, Machine Learning Terminologies, Linear Regression Model, Classic Classification Models, Decision Trees, Forests And Bagging & Boosting, and Support Vector Machines (SVM).

Course Duration: 4-5 Hours

Course Fee: Free

Platform: Alison

15. Using Machine Learning in Trading and Finance

Offered by the New York Institute of Finance and Google Cloud, this Python machine learning tutorial will teach you how to develop advanced strategies using machine learning techniques. You will also learn to design basic quantitative trading strategies and how to use Keras and Tensorflow for building ML models. After completing this among the most-rated python machine learning courses, you will be master the skills of Algorithmic Trading, Python Programming, and Machine Learning. The course curriculum includes tutorials on Quantitative Trading and TensorFlow, Building a Momentum-based Trading System, and Building a Pair Trading Strategy Prediction Model.

Course Duration: 19 Hours

Course Fee: Rs 3,636

Platform: Coursera

16. Machine Learning A-Zâ„¢: Hands-On Python & R In Data Science

This is one of the comprehensive Python machine learning courses to learn how to create ML algorithms in Python and R. The course will help you master machine learning on Python & R, make accurate predictions and analysis, develop robust ML models, and learn to combine them for solving problems. This Python machine learning tutorial includes 29 sections of 151 lectures discussing the basics of R tool, data visualization, statistics, data manipulation, H2O Package and more.

Course Duration: 15 Hours

Course Fee: Rs 1,280

Platform: Udemy

Also read: Certificate Course in Subject: Introduction to Machine Learning with Tensorflow by Udacity

17. Deep Learning Prerequisites: The Numpy Stack in Python (V2+)

Designed for students and professionals, this Python for ML course will teach you about supervised machine learning with real-world examples using Scikit-Learn. The course will also let you understand the use of Numpy, Scipy, Matplotlib, and Pandas for implementing numerical algorithms. In this one of the bestseller Python machine learning courses, you will be taught machine learning basics, Numpy, Matplotlib, Pandas, Spicy, and Python Coding.

Course Duration: 6 Hours

Course Fee: Rs 1,280

Platform: Udemy

18. Machine Learning for Apps

In this Python for ML course, you will learn machine learning for app development. This is among the best Python machine learning courses that will teach you the foundations of machine learning, machine learning applications, steps of ML integration, and programming basic arrays and tuples in Python. It will also inculcate you with the basics of machine learning and Python, Classification Modelling, Convolutional Neural Network, and Core ML Basics.

Course Duration: 7 Hours

Course Fee: Rs 8,640

Platform: Udemy

Also read: Certificate Course in Subject: Smart Pro Artificial Intelligence & Machine Learning by Aptech Learning

Conclusion

The world is increasingly becoming digitally revolutionized. Artificial Intelligence seems to be the future of the world. Machine learning is a branch of AI which is further divided into various branches. There is a great demand for machine learning professionals in various fields. Hence, pursuing a career in machine learning is a smart and lucrative choice. Making decisions to learn machine learning with Python or get an introduction to machine learning with Python will also help you achieve more at your existing tech job. You can enrol in these python machine learning courses in self-paced online mode for free or at a few costs.

Explore Popular Platforms Certification Courses

Frequently Asked Question (FAQs)

1. Which is the best Python certification available?

Microsoft Technology Associate 98-381: Introduction to Programming Python and  IBM’s Professional Certificate in Python Data Science(edX) are the best  Python certifications available.

2. Is there any Python crash course available?

Yes, Udemy offers the 'Python Crash Course' to help you learn python language programming.

3. Is there any course available to learn machine learning basics?

You can enroll in the 'Introduction to Machine Learning Course' offered by Udacity to learn machine learning basics.

4. Which is the best online Python course available?

'Learn Python Programming Masterclass' by Udemy and 'Introduction to Python

Programming’, which is offered by Georgia Tech are some of the best Python courses available online.

5. Is there any book available to learn Python?

Yes, 'Learn Python the Hard Way' by Zed Shaw is a comprehensive book to learn Python.

6. Which is the best Python Machine Learning course available?

Some of the best Python Machine Learning courses available are 'Machine Learning with Python'(Coursera) and 'Machine Learning with Python: from Linear Models to Deep Learning'(edX).

7. Is there any machine learning online course available for trading and finance?

Yes, the 'Using Machine Learning in Trading and Finance' course on Coursera is one of the best machine learning online courses available for trading and finance.

8. Which is the best machine learning course available online?

'Machine Learning with Python' on Coursera is one of the best machine learning course available online.

9. Is there any Python training course available?

Yes, many Python training courses are available on platforms like Udemy,edX, Coursera, such as 'Learn Python Programming Masterclass' offered by Udemy.

10. Is there any Python course available for asset management?

Yes, you can enroll in the 'Python and Machine Learning for Asset Management' on Coursera, which is one of the best courses on Python and machine learning.

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2 Jobs Available
Photographer

Photography is considered both a science and an art, an artistic means of expression in which the camera replaces the pen. In a career as a photographer, an individual is hired to capture the moments of public and private events, such as press conferences or weddings, or may also work inside a studio, where people go to get their picture clicked. Photography is divided into many streams each generating numerous career opportunities in photography. With the boom in advertising, media, and the fashion industry, photography has emerged as a lucrative and thrilling career option for many Indian youths.

2 Jobs Available
Producer

An individual who is pursuing a career as a producer is responsible for managing the business aspects of production. They are involved in each aspect of production from its inception to deception. Famous movie producers review the script, recommend changes and visualise the story. 

They are responsible for overseeing the finance involved in the project and distributing the film for broadcasting on various platforms. A career as a producer is quite fulfilling as well as exhaustive in terms of playing different roles in order for a production to be successful. Famous movie producers are responsible for hiring creative and technical personnel on contract basis.

2 Jobs Available
Copy Writer

In a career as a copywriter, one has to consult with the client and understand the brief well. A career as a copywriter has a lot to offer to deserving candidates. Several new mediums of advertising are opening therefore making it a lucrative career choice. Students can pursue various copywriter courses such as Journalism, Advertising, Marketing Management. Here, we have discussed how to become a freelance copywriter, copywriter career path, how to become a copywriter in India, and copywriting career outlook. 

5 Jobs Available
Vlogger

In a career as a vlogger, one generally works for himself or herself. However, once an individual has gained viewership there are several brands and companies that approach them for paid collaboration. It is one of those fields where an individual can earn well while following his or her passion. 

Ever since internet costs got reduced the viewership for these types of content has increased on a large scale. Therefore, a career as a vlogger has a lot to offer. If you want to know more about the Vlogger eligibility, roles and responsibilities then continue reading the article. 

3 Jobs Available
Publisher

For publishing books, newspapers, magazines and digital material, editorial and commercial strategies are set by publishers. Individuals in publishing career paths make choices about the markets their businesses will reach and the type of content that their audience will be served. Individuals in book publisher careers collaborate with editorial staff, designers, authors, and freelance contributors who develop and manage the creation of content.

3 Jobs Available
Journalist

Careers in journalism are filled with excitement as well as responsibilities. One cannot afford to miss out on the details. As it is the small details that provide insights into a story. Depending on those insights a journalist goes about writing a news article. A journalism career can be stressful at times but if you are someone who is passionate about it then it is the right choice for you. If you want to know more about the media field and journalist career then continue reading this article.

3 Jobs Available
Editor

Individuals in the editor career path is an unsung hero of the news industry who polishes the language of the news stories provided by stringers, reporters, copywriters and content writers and also news agencies. Individuals who opt for a career as an editor make it more persuasive, concise and clear for readers. In this article, we will discuss the details of the editor's career path such as how to become an editor in India, editor salary in India and editor skills and qualities.

3 Jobs Available
Reporter

Individuals who opt for a career as a reporter may often be at work on national holidays and festivities. He or she pitches various story ideas and covers news stories in risky situations. Students can pursue a BMC (Bachelor of Mass Communication), B.M.M. (Bachelor of Mass Media), or MAJMC (MA in Journalism and Mass Communication) to become a reporter. While we sit at home reporters travel to locations to collect information that carries a news value.  

2 Jobs Available
Corporate Executive

Are you searching for a Corporate Executive job description? A Corporate Executive role comes with administrative duties. He or she provides support to the leadership of the organisation. A Corporate Executive fulfils the business purpose and ensures its financial stability. In this article, we are going to discuss how to become corporate executive.

2 Jobs Available
Multimedia Specialist

A multimedia specialist is a media professional who creates, audio, videos, graphic image files, computer animations for multimedia applications. He or she is responsible for planning, producing, and maintaining websites and applications. 

2 Jobs Available
Welding Engineer

Welding Engineer Job Description: A Welding Engineer work involves managing welding projects and supervising welding teams. He or she is responsible for reviewing welding procedures, processes and documentation. A career as Welding Engineer involves conducting failure analyses and causes on welding issues. 

5 Jobs Available
QA Manager
4 Jobs Available
Quality Controller

A quality controller plays a crucial role in an organisation. He or she is responsible for performing quality checks on manufactured products. He or she identifies the defects in a product and rejects the product. 

A quality controller records detailed information about products with defects and sends it to the supervisor or plant manager to take necessary actions to improve the production process.

3 Jobs Available
Production Manager
3 Jobs Available
Product Manager

A Product Manager is a professional responsible for product planning and marketing. He or she manages the product throughout the Product Life Cycle, gathering and prioritising the product. A product manager job description includes defining the product vision and working closely with team members of other departments to deliver winning products.  

3 Jobs Available
QA Lead

A QA Lead is in charge of the QA Team. The role of QA Lead comes with the responsibility of assessing services and products in order to determine that he or she meets the quality standards. He or she develops, implements and manages test plans. 

2 Jobs Available
Structural Engineer

A Structural Engineer designs buildings, bridges, and other related structures. He or she analyzes the structures and makes sure the structures are strong enough to be used by the people. A career as a Structural Engineer requires working in the construction process. It comes under the civil engineering discipline. A Structure Engineer creates structural models with the help of computer-aided design software. 

2 Jobs Available
Process Development Engineer

The Process Development Engineers design, implement, manufacture, mine, and other production systems using technical knowledge and expertise in the industry. They use computer modeling software to test technologies and machinery. An individual who is opting career as Process Development Engineer is responsible for developing cost-effective and efficient processes. They also monitor the production process and ensure it functions smoothly and efficiently.

2 Jobs Available
QA Manager
4 Jobs Available
AWS Solution Architect

An AWS Solution Architect is someone who specializes in developing and implementing cloud computing systems. He or she has a good understanding of the various aspects of cloud computing and can confidently deploy and manage their systems. He or she troubleshoots the issues and evaluates the risk from the third party. 

4 Jobs Available
Azure Administrator

An Azure Administrator is a professional responsible for implementing, monitoring, and maintaining Azure Solutions. He or she manages cloud infrastructure service instances and various cloud servers as well as sets up public and private cloud systems. 

4 Jobs Available
Computer Programmer

Careers in computer programming primarily refer to the systematic act of writing code and moreover include wider computer science areas. The word 'programmer' or 'coder' has entered into practice with the growing number of newly self-taught tech enthusiasts. Computer programming careers involve the use of designs created by software developers and engineers and transforming them into commands that can be implemented by computers. These commands result in regular usage of social media sites, word-processing applications and browsers.

3 Jobs Available
Product Manager

A Product Manager is a professional responsible for product planning and marketing. He or she manages the product throughout the Product Life Cycle, gathering and prioritising the product. A product manager job description includes defining the product vision and working closely with team members of other departments to deliver winning products.  

3 Jobs Available
Information Security Manager

Individuals in the information security manager career path involves in overseeing and controlling all aspects of computer security. The IT security manager job description includes planning and carrying out security measures to protect the business data and information from corruption, theft, unauthorised access, and deliberate attack 

3 Jobs Available
ITSM Manager
3 Jobs Available
Automation Test Engineer

An Automation Test Engineer job involves executing automated test scripts. He or she identifies the project’s problems and troubleshoots them. The role involves documenting the defect using management tools. He or she works with the application team in order to resolve any issues arising during the testing process. 

2 Jobs Available
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