Best courses on AI and Machine LearningEducation

8 Best Machine Learning Course Online- ML Courses 2019

At present due to increased application areas of AI, Machine Learning/deep learning, the industry is facing a dearth of the skilled workforce. To point out, IDC forecasts that spending on AI and machine learning will grow from $12B in 2017 to $57.6B by 2021. As a result, technical professionals are looking to encash this opportunity and looking for some potential and Globally valued online courses on machine learning. With this in mind, our team has done great research in preparing Best AI/ML course/Top 8 Machine Learning online Courses/tutorials for the year 2019.

Machine Learning:

Rapid advancements and innovations in enabling technologies are leading towards creating new areas of growth. Machine learning & Artificial Intelligence are among those innovations.

It must be remembered that machine learning is an application of AI that provides system the ability to automatically learn and improve from experience.

Consulting firm McKinsey estimates that total annual external investment in Artificial Intelligence was between $8 Billion to $12Billion in 2016. Markedly, Machine Learning contributes 60% of this investment.

Another report by Deloitte Global predictions 2018, number machine learning pilots and implementations for the year 2018 will be doubled by the year 2020. That’s huge!

Why should you go for a course in Machine Learning

Once you get into the details, there is clear demand and supply gap one can see, as high-end machine learning talent is becoming limited. For instance, 76% of Indian companies have observed a shortage of AI/ML skilled professionals which is resulting in slowing down their AI adoption.

Furthermore, as per one Gartner report, AI is projected to create 2.3 million jobs by 2020. Hence it can safely be said that a significant part of these jobs will go to ML.

As demand continued to outpace the supply in time to come, it will be fairly difficult for HR department to find the top class talent.

One can see that there is a 60% rise in demand for AI and ML experts in 2018 as per one report.

Professionals have also understood this pain area of the industry and are rushing to join a few quality online courses on Machine Learning and Artificial Intelligence.


“The first step towards getting somewhere is to decide that you are not going to stay where you are.”

Chauncey Depew

Top 8 ML course/Best Online courses on Machine Learning

  1. Machine Learning by Stanford University on Coursera
  2. Deep Learning course/Specialization by Deeplearning.ai (Partner- NVIDIA) on Coursera
  3. AI & Deep Learning Course with TensorFlow by Edureka
  4. (ML)Machine Learning Certification Training course using Python by Edureka
  5. Machine Learning Certification Course by Simplilearn
  6. Artificial Intelligence MicroMasters Program / Machine Learning Course by Columbia University (Columbia X) on edX
  7. Data Science Machine Learning Course by Harvard University (HarvardX) on edX
  8. Hands-On Python & R In Data Science: Machine Learning A-Z™ by Udemy

1 . Machine Learning by Stanford University on Coursera

Machine Learning by Stanford/Coursera

There are many factors, which has already made it one of the most sought after courses in machine learning. Firstly, this ML course is being conducted by Stanford University, which is one of the best institutes in the world. Secondly, Coursera is the leading facilitator of learning courses from leading institutes and organizations.

Markedly, Coursera was founded by two Stanford graduates, Daphne Koller and Andrew Ng. In fact, Andrew Ng is the course instructor for this course.

In particular, Coursera offered courses are famous for two reasons. Firstly, it offers a ML course certificate from the best of the world Institutes/companies. Secondly, these courses are well structured which ensures the effectiveness in the content delivery.

Key Attributes/Features

Course Duration 55 hours
Enrollment Status: Started from 4th March 2019
Ratings – 4.9 star (49,000+ ratings)
Reviews – 24,000+ reviews
Dedicated mentoring session from industry experts
Gain expertise with 25+ hands-on exercises
Skills you will gain:

Logistic Regression
Artificial Neural Network
Machine Learning (ML) Algorithms
Machine Learning
Course Advisors/Instructors:

Andrew Ng
CEO/Founder Landing AI; Co-founder, Coursera;
Adjunct Professor, Stanford University; formerly Chief Scientist,Baidu and founding lead of Google Brain


2 . Deep Learning Specialization by Deeplearning.ai (Partner- NVIDIA) on Coursera

Course on Machine Learning by Stanford and Coursera
Deep Learning course by Deeplearning.ai & Coursera

One of the most highly sought after skills in technology, which helps you to break into AI.

Deep learning Specialisation is comprised of 5 courses:

  1. Neural Networks and Deep Learning
  2. Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization
  3. Structuring Machine Learning Projects
  4. Convolutional Neural Networks
  5. Sequence Models
Course Duration Approx. 3 months to complete with suggested 11 hours/week
Enrollment Status: Starts from 5th March 2019
Ratings – 4.9 star (130,000+ ratings)
Reviews – 24,000+ reviews
Every Specialization includes a hands-on project.
Award of certificate, once you complete every course and hands-on project.
Skills you will gain:

Tensorflow
Convolutional Neural Network
Artificial Neural Network
Deep Learning
Course Advisors/Instructors:

Andrew Ng
CEO/Founder Landing AI; Co-founder, Coursera;
Adjunct Professor, Stanford University; former Chief Scientist-Baidu and founding lead of Google Brain

Kian Katanforoosh (Head Teaching Assistant)
Lecturer of Computer Science at Stanford University, deeplearning.ai, Ecole CentraleSupelec

Younes Bensouda Mourri (Teaching Assistant)
Mathematical & Computational Sciences, Stanford University, deeplearning.ai

Industry Partner – NVIDIA (Deep Learning Institute)
Deeplearning.ai is Andrew Ng’s new venture which provides comprehensive AI education beyond borders.
Deep Learning

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3 . AI & Deep Learning course with TensorFlow on Edureka

Edureka AI & Deep Learning Course (Machine Learning)

As per Google, TensorFlow could be a game-changer in the future of AI. In effect, MIT also says that Google stakes its claim heavily on software called TensorFlow.

Key Attributes/Features

Course Duration 30 hours
Ratings – 4.57 Star rating (5000+ reviews)
14,000+ learners
60 days of Cloud Lab access
Real-life Case Studies
24 x 7 Expert Support
Excellent Machine Learning Course trainers with 10-12 years of relevant industry experience and Edureka trained.


4.Machine Learning Certification Training course using Python on Edureka

With this course of Machine Learning Certification Training/course using Python, Edureka certifies you as a Data Scientist with proficiency in Python.

Who should take this course:

  • Developers, who want to become a Machine Learning Engineer
  • Analytics Managers, Business Analysts who want to understand Machine Learning (ML) Techniques
  • Information Architects
  • ‘Python’ professionals who are keen to design the automatic predictive models.

Those, who have completed the online edureka Machine Learning courses are very satisfied with course content, instructors and support from Edureka on technical queries.

You may check testimonials and video reviews on this course.

Course Duration 36 hours
Ratings – 4.57 star (5000+ ratings)
4000+ learners
60 days of Cloud Lab access
Real-life Case Studies
24 x 7 Expert Support
Excellent Course trainers with 10-12 years of relevant industry experience and Edureka trained.

5. Machine Learning Certification Course by Simplilearn

Machine learning course - Simplilearn

Key Attributes/Features

Course Duration 36 hours
Ratings – 4 star (700+ ratings)
1600+ learners
4 real-life Industry projects with integrated labs
Dedicated mentoring session from industry experts
Gain expertise with 25+ hands-on exercises
Course Advisors:

1.
Mike Tamir
No. 1 AI & Machine Learning Influencer, Head of Data Science – Uber ATG

2. Vivek Singhal
Co-Founder & Chief Data Scientist, CellStrat


6. Artificial Intelligence MicroMasters Program / Machine Learning Course by Columbia University (Columbia X) on edX

Machine Learning Course by Columbia University on edx

This MicroMasters Program from Columbia University will help you build a solid foundation of Artificial Intelligence (AI) which includes Machine Learning (ML), Robotics and other related topics.

You are best suited for this course if you have completed a bachelors degree in Computers Science or Mathematics and have basic knowledge about statistics, college-level algebra & calculus, and who loves to play with programming languages.

Key Attributes/Features

Total 4 courses.
1. Artificial Intelligence (AI)
2. Machine Learning (ML)
3. Robotics &
4. Animation and CGI Motion

Per Course Duration Max 120 hours ( 8-10 years for 12 weeks )
To be completed in a year timeline
MicroMasters® Program Certificate in 1 year
Course fee for Micromasters Program – $1080
Per individual course fee- $300
Course instructors:

(Columbia University )

Ansaf Salleb-Aouissi – Department of Computer Science
John W. Paisley – Department of Electrical Engineering
Matei Ciocarlie -Department of Mechanical Engineering
Eitan Grinspun – Department of Computer Science

7. Data Science Machine Learning Course by Harvard University (HarvardX) on edX

Machine Learning Course by Columbia University on edx

This Professional Certificate in Data Science from Harvard University will help you learn Data Science including R and Machine Learning. For this course, Harvard University has come up with Real world case studies.

Key Attributes/Features

Total 9 courses.
Per Course Duration

1-2 hours per week for 8 weeks – [ For each of 7 Data Science courses, which includes R basics, Visualization, Probability, Inference & modeling, Productivity Tools, Wrangling and Linear Regression ]
2-4 hours per week for 8 weeks – Machine Learning
15-20 hours per week for 2 weeks – Capstone
Professional Certificate inData Science Course
fee for Micromasters Program – $441
Course instructor:

Rafael Irizarry – Professor of Biostatistics
Harvard University

8. Machine Learning A-Z™: Hands-On Python & R In Data Science by Udemy

Online Machine learning course – Udemy

Udemy offers various technical courses including Machine learning. Most of the courses have pre-requisite of development experience with Python, while Udemy’s online Machine learning course requires an understanding of high school level mathematics. Which makes it an easy learning opportunity.

Key Attributes/Features

Course Duration 41 hours
Ratings – 4.5 star (74,000+ ratings)
384,000+ learners enrolled
27 articles,
Full lifetime access
Course Advisors:

1. Kirill Eremenko, Data Scientist
4.5 Tutor rating || 222,800+ reviews || 750,000+ students || 48 courses

2. Hadelin de Ponteves, AI Entrepreneur
4.5 Tutor rating || 121,000+ reviews || 521,000+ students || 23 courses

3. SuperDataScience Team (I), Helping Data Scientists Succeed
4.5 Tutor rating || 200,000+ reviews || 700,000+ students || 37 courses

4. SuperDataScience Team (II), Helping Data Scientists Succeed
4.5 Tutor rating || 83,000+ reviews || 426,000+ students || 2 courses

Data Science A-Z: Machine Learning with Python & R


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