Machine Learning programming has grown in popularity and is greatly desired within the coding industry. It’s part of artificial intelligence (AI) that writes code allowing for machines and devices to make decisions. These decisions are based on pre-defined algorithms and data sets.
Basically, it’s a type of AI that allows the software to predict outcomes without being directly programmed to do so. These algorithms use historical data to predict new outputs, how incredible is that?
In this article, we’re going to guide you through some of the top online courses suited to your specific needs.
Contents
3 Complete Machine Learning Courses
The following three complete programs cover all the basics and grounds of Machine Learning. It’s perfect if you’re looking to achieve a comprehensive understanding and knowledge of programming in one course.
1. Specialization in Machine Learning Programming – Coursera
Features:
- Level: Intermediate
- Format: Lessons (Self-paced)
- Practice and Assessment: Yes (Assignments & Quizzes, Projects possible)
- Communication (Support): Yes (Community)
- Certificate of Completion: Yes (Not Accredited)
- Price*: A monthly subscription of $49 to access all courses in the Specialization + a 7-day free trial
- Course Link: Specialization in Machine Learning Programming
*Relevant on 28 October, 2021
In approximately 7 months you can master the fundamentals and build intelligent apps. This Specialization is offered by the University of Washington and will leave you feeling more confident with Machine Learning than ever.
Over the course of 4 separate programs, you will learn how to develop applications that can make predictions from a data set. You’ll become more experienced in prediction, classification, clustering, and information retrieval.
If you love this course or are interested in others like it then visit Coursera’s site to participate in even more programs.
2. Learn to Become a Machine Learning Engineer – Educative
Features:
- Level: Intermediate
- Format: Lessons (Self-paced)
- Practice and Assessment: Yes (Challenges, Quizzes, Playgrounds)
- Communication (Support): No
- Certificate of Completion: Yes (Not Accredited)
- Price*: Monthly annual subscription of $11.66 or one month for $41 for unlimited access to all courses
- Course Link: Learn to Become a Machine Learning Engineer
*Relevant on 28 October, 2021
In 294 lessons this Educative course will teach you all that you need to know about the Machine Learning essentials so that you’re job-ready and stand out from the crowd. You will learn how to develop advanced pipelines and implement models using TensorFlow.
By the end of it, you will master the skill of designing systems like search ranking and a recommender system. You would have gotten used to Natural Language Processing and the other related concepts.
Educative not only provides this program but offers eager learners a range of classes. Their hands-on coding environment is perfect for the active programmer seeking to enhance his/her skills. Each of their classes is loaded with a pre-configured coding environment.
3. A Machine Learning and Data Science Course – BitDegree
Features:
- Level: Intermediate
- Format: Lessons (Self-paced)
- Practice and Assessment: No
- Communication (Support): Possible (Message System)
- Certificate of Completion: Yes (Not Accredited)
- Price*: A once-off payment of $15.99 for this course
- Course Link: A Machine Learning and Data Science Course
*Relevant on 28 October, 2021
If you are wanting to upskill yourself and further your career as a programmer then this course is perfect. You’ll be able to grasp a deeper understanding of the intuition and math of each Machine Learning model while coding them in the R programming language.
In 118 lessons you will be taught how to choose the most ideal model for a specific problem as well as how to utilize a simple and GUI-based template. The only requirement is a basic understanding of any programming language.
This specific program is offered by BitDegree, however, there are tons of other courses on their site. Check them out to further develop your coding skills. You’ll be guaranteed to gain invaluable knowledge in their programs as their main focus is coding and digital skills.
3 Beginner Courses
Machine Learning may seem like a challenging and complex type of coding, however, there are many great introductory programs available online. We have listed the top three classes and courses perfect for any newbie.
4. Discover the Basics of Machine Learning – Treehouse
Features:
- Level: Beginner
- Format: Videos (Self-paced)
- Practice and Assessment: Yes (Quizzes)
- Communication (Support): Yes (Community Forum)
- Certificate of Completion: No
- Price*: A monthly subscription of $25 for Courses or $49 for Courses Plus + a 7-day free trial
- Course Link: Discover the Basics of Machine Learning
*Relevant on 28 October, 2021
In as quick as 58 minutes, you can end up writing some Python code that can make intelligent predictions. This fast-paced program discusses the fundamental concepts, its frameworks, and how to make use of Python and Scikit-learn.
This beginner class is taught by a Treehouse instructor and independent gamer. The Treehouse platform offers many other coding courses too, that empower students as they enter the world of programming and design.
5. Machine Learning through Python for Beginners – Simpliv
Features:
- Level: Beginner to Advanced
- Format: Lectures (Self-paced)
- Practice and Assessment: Yes (Projects)
- Communication (Support): Possible (via E-mail)
- Certificate of Completion: Yes (Not Accredited)
- Price*: A once-off fee of $9.99 + 20-day money-back guarantee
- Course Link: Machine Learning Through Python for Beginners
*Relevant on 28 October, 2021
This program welcomes a beginner Python programmer to the world of Machine Learning in 12 hours and 15 minutes. You’ll learn how to code Deep Learning algorithms as well as be taught how to build your own model and predictions.
Not only is this course purely theoretical, but it teaches you practical skills through 4 to 5 projects on a real data set.
If you’re interested in this Simpliv program then you should head on over to their site, where you’ll discover tons of other amazing courses. This platform offers many more cost-effective, educational programs covering a wide range of topics too.
6. A Beginners Machine Learning Tutorial – BitDegree
Features:
- Level: Beginner
- Format: Lessons (Self-paced)
- Practice and Assessment: No
- Communication (Support): Possible (Message System)
- Certificate of Completion: Yes (Not Accredited)
- Price*: A once-off payment of $4.99 for this course
- Course Link: A Beginners Machine Learning Tutorial
*Relevant on 28 October, 2021
After 42 lessons, you will be proficient at Python, and ready to tackle your next coding job head-on. This program is ideal for professionals or students looking to start their very own coding business.
You will be taught how to develop an intelligent application with Machine Learning while building real projects. You’ll even know how to build an app that can make smart predictions and classify handwriting.
The only requirements are that your computer has macOS or OSX on it and that you have either experience in iOS development or basic experience with mobile development.
3 Free Courses
If you’re thinking about starting your career in Machine Learning programming, and you don’t want to break the bank, then the next three courses are just what you need. Below, we’ll guide you through the top free programs.
7. Machine Learning Diploma – Alison
Features:
- Level: Beginner
- Format: Tutorials (Self-paced)
- Practice and Assessment: Yes (Assessments)
- Communication (Support): No
- Certificate of Completion: Yes (CPD Accreditation)
- Price*: Free + Extra cost for the certificate
- Course Link: Machine Learning Diploma
*Relevant on 28 October, 2021
In one day you could end up building your very own predictive Machine Learning models to solve various business issues and create an organizational strategy. In only 4 to 5 hours, you’ll learn all about the basic and advanced models while being guided through the linear and logistic regression, decision trees, and SVM in the R programming language.
This Alison course can assist you in launching a career in the field of Data Science and Machine Learning. If you’re interested in even more career-changing programs then check out the other courses on their website.
You will discover that the Alison platform not only provides high-quality coding classes but is one of the world’s largest free educational platforms. For an extra payment, you could earn a diploma and professional certificate.
8. Machine Learning Course for All Levels – Coursera
Features:
- Level: Beginner
- Format: Lessons (Self-paced)
- Practice and Assessment: Yes (Assignments & Quizzes, Projects possible)
- Communication (Support): Yes (Community)
- Certificate of Completion: Additional charges for certificate
- Price*: Free excluding graded items and the certificate or a once-off payment of $49 for the entire course and certificate.
- Course Link: Machine Learning Course for All Levels
*Relevant on 28 October, 2021
This program is offered by the University of London and introduces you to Machine Learning without any programming required. These classes are ideal if you’re thinking about beginning a technical career. You will start off with high-level concepts before you’re taught the more technical details.
By the end of this program, you will be able to use a non-programming-based platform to train a model from a data set. Going forward you will have an informed opinion of the dangers of AI as well as the benefits to society.
9. Free Machine Learning Course – Udemy
Features:
- Level: Beginner
- Format: Videos (Self-paced)
- Practice and Assessment: No
- Communication (Support): No
- Certificate of Completion: No
- Price*: Free
- Course Link: Free Machine Learning Course
*Relevant on 28 October, 2021
If you’re looking for a concise introductory guide on Machine Learning then you should definitely start this program. It fills you in on the prediction models, Scikit Learn, Python, Numpy, Pandas, and Matplotlib. The best part is that you’ll gain practical experience along the way.
Once you have completed the modules, you’ll manage to create a simple pipeline for a prediction model as well as make it possible for real-time deployment. All that’s required is a basic understanding of Python.
Udemy provides many more high-quality, educational programs such as this one on their website. They offer a range of lessons, tutorials and classes for students and professionals alike.
3 Certificate Courses
Having a certificate to demonstrate and act as proof of your accomplishments is always great. The certificates also make for a good addition to your CV and LinkedIn profile. Check out the certificate courses below, so that you too can get a hold of your very own certificate.
10. Gain a Machine Learning Professional Certificate – Coursera
Features:
- Level: Intermediate
- Format: Lessons (Self-paced)
- Practice and Assessment: Yes (Assignments & Projects)
- Communication (Support): Yes (Community)
- Certificate of Completion: Yes (Not Accredited)
- Price*: A monthly subscription fee of $39 for access to the entire site + a 7-day free trial
- Course Link: Gain a Machine Learning Professional Certificate
*Relevant on 28 October, 2021
IBM offers programmers a fully comprehensive program that explores the theoretical side of Machine Learning along with the practical side as well. It consists of six courses in which the learner will practice carrying out a Time Series Analysis and Survival Analysis.
You will develop your skills in Supervised Learning, Unsupervised Learning, Deep Learning, and Reinforcement Learning. You will also be creating code for your own projects throughout the lessons. Not only will you receive a certificate upon completion of the program, but IBM will gift you a digital badge acknowledging your proficiency.
Coursera not only provides courses taught by leading universities, they even offer degree programs. Explore their website to see the range of higher education opportunities in an array of fields.
11. Machine Learning Masters Course – Edureka
Features:
- Level: Intermediate
- Format: Live Online Classes
- Practice and Assessment: Yes (Projects & Assignments)
- Communication (Support): Yes
- Certificate of Completion: Yes (Assured by Edureka)
- Price*: A once-off payment of $1,499 for the program
- Course Link: Machine Learning Masters Course
*Relevant on 28 October, 2021
This program is jam-packed with over 200 hours of interactive learning! You will gain skills in Supervised Learning, Unsupervised Learning and Natural Processing. To ensure that you’re kept up to date with the latest advancements in Machine Learning and AI, this course has been revised.
Edureka provides courses, just like this one, that upskill yourself and further your coding career. Their e-learning platform provides incredible live classes on IT, technology and other digital fields.
12. Build Machine Learning Models – edX
Features:
- Level: Intermediate
- Format: Lessons (Self-paced)
- Practice and Assessment: No
- Communication (Support): Yes (Community)
- Certificate of Completion: Yes (Professional Certificate)
- Price*: A once-off payment of $1,438.20 for access to the full course
- Course Link: Build Machine Learning Models
*Relevant on 28 October, 2021
It may take you approximately 4 months to complete this program. You will be guided through developing a great understanding of Machine Learning applications in finance, as well as build your own model to solve any issues in finance.
By the end of this program, you will be able to identify neutral networks, Deep Learning, architectures, and all Machine Learning applications. All the theory and practical advice within the course can enhance your career and confidence within the coding industry.
If you’re interested in more edX courses, you can navigate their webpage to discover the vast subjects, fields, and topics that their courses cover. You can even join a MicroBachelors program and gain a professional certificate.
Interactive Course
Sometimes the normal theory-based lectures can become mundane and boring, that’s where interactive learning comes in. The next program is practical, fun, and totally engaging, it’s perfect for the learner who thrives in an interactive environment.
13. An Interactive Machine Learning Course – Codecademy
Features:
- Level: Intermediate
- Format: Interactive Tutorials
- Practice and Assessment: Yes (Projects)
- Communication (Support): Yes (Forums, Community, Discord)
- Certificate of Completion: Yes (Not Accredited)
- Price*: Month to month subscription fee is $19.99 or an annual monthly fee is $15.99 + a 7-day free Pro trial
- Course Link: An Interactive Machine Learning Course
*Relevant on 28 October, 2021
If you’re interested in upgrading your Python programming skills and advancing your skill set while having fun with Artificial Intelligence and Machine Learning, then this program is made for you!
These classes and modules will teach you how to use Python to manipulate and clean data, understand when to use exploratory techniques, and use predictive modeling.
The best aspect of this course is the practical skills you will gain along the way. By the end of it, you should be able to build a handwriting recognition program, a breast cancer classifier, and a sports vector machine. All that’s required is some basic Python programming knowledge.
This program is provided by Codecademy; a brilliant online coding platform. It’s completely coding-centric and provides students, learners, and professionals with engaging and interactive coding lessons and modules.
Worth Mentioning
We have previously discussed some of the top Machine Learning courses online, however, there are a few others that you may be interested in. Below is a list of 10 other online platforms that are definitely worth mentioning and checking out.
- Harvard University
- Google Developers
- Data Camp
- SkillShare
- PluralSight
- Udacity
- FutureLearn
- DeepLearning.AI
- CognitiveClass.AI
- Intel