Top 17+ Online Courses on Python and ML to Pursue

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.

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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

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

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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

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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

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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-Z™: 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.

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