Below is the 15 best machine learning course to accelerate your ML journey this year.
1. Machine Learning Offered by Stanford
The holy grail of machine learning online course, Machine Learning by Stanford is considered as the best machine learning course by many. This course is prepared and maintained by Andrew Ng, pioneer machine learning scientist who’ve led ML research projects for both Google and Chinese giant Baidu. Although the course requires a paid subscription, you can ask for financial aid if you’re a student.
2. Introduction to Machine Learning with R by DataCamp
This online machine learning course from DataCamp is the best machine learning course with a primary emphasis on statistics – the de facto requirement for effective data science projects. What our experts liked the most about this course is its broad yet hands-on approach to various machine learning fundamentals. This machine learning training from DataCamp offers a thorough understanding of the most basic machine learning models – namely classification, regression, and clustering.
3. Understanding Machine Learning with Python from Pluralsight
If you’re looking for a short yet concise online machine learning course that provides a great summarization to your already existing ML knowledge, this is the best machine learning course for you. The course will also introduce you to scikit-learn, the de-facto framework for modeling your data and helps you create high performing predictive models. Although you’d require a paid subscription to access this machine learning training, Pluralsight offers ten days of free trial – more than enough to complete the 2-hour long course.
4. Intro to Machine Learning by Udacity
What we like the most about this awe-inspiring machine learning course from Udacity is their attention to details of the smallest of things. This is one of the best machine learning course you can get your hands on this year, thanks to its thoughtfully curated syllabus and well put course materials. The instructors themselves are industry professionals and utilizes a practical teaching style to help you learn the most relevant skills from this online machine learning course.
5. Google Machine Learning Crash Course
One of the best machine learning course that takes a self-learning approach to empower you with modern day machine learning fundamentals. Google, the internet behemoth of the 21st century makes sure you do not miss out on any of today’s advanced ML knowledge by incorporating a thoughtfully curated set of video lectures, real-world case studies, and hands-on practice exercises with this online machine learning course.
6. Machine Learning with TensorFlow on Google Cloud Platform
One of the best machine learning course with cloud specialization in mind, this is an online machine learning course also offered by Google. This machine learning online course aims at equipping you with every necessary detail you’d require when building your next cloud-based ML model. From writing distributed machine learning models to scale them using TensorFlow on the cloud, you will learn every aspect of cloud ML from this machine learning course.
7. How Google does Machine Learning
Another machine learning course from Google, this is also a specialization online machine learning course. This course will be the most suitable to those who have at least a basic understanding of various machine learning models and algorithms and wants to acquire an in-depth knowledge of how industry professionals tackle their day to day ML problems. The course is almost 8 hours long but gives you the luxury of completing it at your own pace.
8. Columbia University – Machine Learning on edX
If you’re an absolute beginner to ML world and want a thoughtfully curated machine learning online course, this might be the best machine learning course available for you. It provides a well-organized section on probabilistic versus non-probabilistic modeling and supervised versus unsupervised learning. From regression and support vector machines to hidden Markov models and Kalman filters, this machine learning training by Columbia University will get you started with every basic ML fundamental.
9. Launching into Machine Learning
The pinnacle of modern machine learning training, Launching into Machine Learning covers a wide range of ML topics, from data cleansing to optimization of predictive models. This is one of the best machine learning course that deals exclusively with modern neural network modeling. Our experts really liked the hands-on practical approach to this specialized machine learning course as it covers a wide variety of problems while keeping in mind their industrial implementation at the same time.
10. Machine Learning Foundations: A Case Study Approach
One of the best machine learning course with practical implementation in mind, this online machine learning course aims at covering the foundations of different ML fundamentals with a hands-on, pragmatic approach. This is one of those machine learning courses that omit unnecessary theoretical knowledge in favor of a real-world understanding of different machine learning training models.
11. Learn with Google AI
It does not matter if you’re a seasoned ML expert or merely a beginner, this machine learning online course provides an amazingly rich content set that will boost your ML journey even further. One of the best machine learning course from Google, Learn with Google AI provides participators with a plethora of advanced information for aggravating their machine learning training.
12. MIT – Deep Learning for Self Driving Cars
This online machine learning course is one of the best machine learning course that deals exclusively with real-world projects. With this course, you’ll have the advantage to learn from world-renowned MIT professors on how they create and train their real-world machine learning predictive models. If you’re not into self-driving cars yet, the course is helpful nevertheless as it equips you with a modern-day knowledge of neural network designing. However, we’re pretty sure once you see how amazing this course is, you’ll be into self-driving cars in no time.
13. Machine Learning for Data Analysis
This machine learning online course is one of the best machine learning course for aspiring data scientists. If you see yourself working on the amazing field of big data to predict accurate business outcomes in the near future, we definitely recommend this awe-inspiring machine learning training available on Coursera. You not only get a head start on your ML journey with this promising course but also get a tangible career benefit upon completing this awesome machine learning training.
14. Neural Networks and Deep Learning
This is one of the best machine learning course to deal exclusively with the design and implementation of practical neural networks. If you have already prior knowledge to machine learning fundamentals and are looking forward to delving into neural networks, we heavily recommend this course for you. This course is also taken by Stanford professor Andrew Ng and aims at liberating your machine learning training to the next level.
15. Convolutional Neural Networks
Another machine learning online course to tackle the subject of neural networks, this is a specialization machine learning course in essence. If you are a machine learning enthusiast with a deep interest in the field of automatic image processing or computer vision, this is a must-attend course for you. What we like the most about this course is its use of practical case studies which gives you a head start on how industries tackle these problems.
Source : Ubuntupit