7 Best Machine Learning Courses for 2023
Author: Carson Reed- Published: July 17, 2023
Machine Learning (ML), which has strong foundations in statistics, is quickly becoming one of the most intriguing and expanding computer science topics. With the global machine learning market projected to grow by 38.8% between 2022-2029 and a machine learning engineer earning $150,119 per year on average, the machine learning sector is definitely booming.
Machine learning can make an infinite variety of businesses and services more efficient and innovative.
Machine learning models are used in various applications, including chatbots, spam filtering, ad serving, search engines, and fraud detection. Machine learning allows us to detect patterns and construct mathematical models for tasks that humans might find difficult at times.
Please add the job market growth of machine learning engineers has raised and expect to raise in the US, and their Avg salary is also in the USA.
Best machine learning courses, as opposed to data science courses, which cover exploratory data analysis, statistics, communication, and visualization techniques, focus solely on teaching ML algorithms, how they operate mathematically, and how to use them in a programming language.
Therefore, given the popularity and application of ML, we have shortlisted the top courses to learn machine learning to kickstart your career as a machine learning engineer!
6 Factors To Consider When Choosing The Best Machine Learning Course
Let’s examine the various factors and characteristics we looked into when choosing the best online courses for machine learning. We also listed the best bootcamps for machine learning, you can learn from bootcamps if you’re short on time.
- Instructor Experience: What is the instructor’s skill set, and how long have they been in the industry or the academic sector?
- Instructor Qualifications: Degrees, courses, and certifications held by the course instructor.
- Course Outline: The topics, tools, and projects that will be covered and taught in the course.
- Learning Objectives: What would be the outcome of enrolling in this course, and how the acquired skills will help you in your professional journey?
- Flexibility: What kind of scheduling ease does the course provider have, especially regarding time duration and class timings?
- Student Reviews: What do already enrolled and graduated students say about the courses, and how well do they rate them?
After analyzing the courses based on these factors, we have assigned a particular rating to each course. After enrolling in one of these best ML courses, consider reviewing these online learning tips.
5 Of The Best Machine Learning Courses To Advance Your Career
At Internet of Learning, we believe in picking and presenting the highest-rated programs. Thus, before we get into the specifics, we have compiled a list of the top machine-learning courses for your accessibility.
- Professional Certificate Program in AI And Machine Learning – Simplilearn
- Machine Learning Certificate – Cornell University
- Post Graduate Program in Data Science and Machine Learning – Intellipaat
- Machine Learning, Data Science, and Deep Learning with Python – Udemy
- Introduction to Machine Learning for Data Science – Udemy
Top Machine Learning Courses To Learn Online – detailed analysis
For a detailed review, let us take a closer look at these best machine learning courses. Then, using our course grading technique, we will investigate each course. These courses’ analyses are listed in no particular order.
1. Professional Certificate Program in AI And Machine Learning – Simplilearn
This online machine learning certificate offered by Purdue University comes with a price tag of $3,200 and lasts 11 months. The professional certification program has a rating of 4.5/5.0.
This program has a comprehensive approach to the curriculum and is targeted toward professionals with experience in programming. This certification covers Statistics, ML, neural networks, Natural Language Processing, and Reinforcement Learning. This is why we recommend you also check out the best programming language courses.
This AI and ML Course uses an interactive studying approach, including live gatherings from international professionals, workshops, and industrial projects.
The course works with a system of advisors and multiple instructors. Venkata N Inukollu is the program advisor for this certification. Venkata earned his Ph.D. in computer science from Texas Tech University, and his Master’s degree is in Software Systems.
Student reviews about this program are excellent. One such review states,
“As a software engineer, I was working on application development using Oracle forms, SQL, and database languages. I wanted to explore better technologies in the market and got to know that Machine Learning and Big Data revolved around SQL. When I started looking for training institutes, Simplilearn was referred to me. What I liked most about Simplilearn and the AI and ML program was the context of the training and student-to-trainer engagement.”
We rate this course an 8.5/9.0 based on its comprehensive course content. Check this one out immediately if you want to get into the in-depth concepts of machine learning!
2. Machine Learning Certificate – Cornell University
Cornell University offers this top-notch machine learning program. However, it comes with a price tag of $3,750, whereas the course length is 2 weeks, and the overall duration is 3.5 months, requiring 6 to 9 hours of effort per week.
In this course, you will learn a multitude of skills and knowledge. These will include estimating probability distributions from data and building a name classifier, performing model selection to find the best algorithmic setting for a given problem, and debugging machine learning algorithms in a principled manner utilizing the bias-variance trade-off.
Kilian Weinberger is the Faculty Author for this program. Killian is an associate professor at the Cornell Bowers College of Computing and Information Science at Cornell University. He holds a Ph.D. in machine learning from the University of Pennsylvania.
Students and professionals have excellent things to say about this program. One such review states,
“Overall, this course has not only strengthened my knowledge of machine/deep learning but also has allowed me to better understand machine learning papers and how to apply them to problems I am trying to solve. If you are looking for a broad and comprehensive program for machine learning.”
We will rate this course 8.9/9.0 based on its curriculum and faculty profile. So check this one out immediately if you want to learn from one of the best faculty authors for machine learning!
3. Post Graduate Program in Machine Learning – Intellipaat
The next machine learning course that we will cover is by Intellipaat. It comes with a price tag of $2,632, and the program duration is 6 months in the form of live sessions.
Industry professionals have designed this program in Data Science and Machine Learning to help you master essential ML skills to land your dream job by adding relevant skills to your profile.
After completing this course, you will have a command over the fundamentals of machine learning and different programming languages, especially Python and SQL.
You will also master ML algorithms and data visualization using BI. We also recommend that you check out the best Python courses and SQL courses to give you a head start in your machine learning study journey.
Unfortunately, the faculty profile for this best machine learning course is unavailable on the website. Still, given the course curriculum and repute of the platform, we assure you of its quality content and teaching methodology.
Students have wonderful things to say about this program. One student review states,
“I have enrolled in this course and the trainers are awesome with really good knowledge in the related subject. The support team is always available to help 24/7 and resolve queries in a short time.”
Based on its teaching methodology, we will give this course a rating of 8.7/9.0. So enroll in this one right away if you want to master machine learning interactively with live sessions!
4. Machine Learning, Data Science, and Deep Learning with Python – Udemy
This online machine learning course by Udemy originally came with a price tag of $24.99, which is currently priced at $16.99. It has a rating of 4.6/5.0 stars, and currently, 172,902 students are enrolled. This program includes 15.5 hours of on-demand video, 6 articles, and 1 downloadable resource.
At the end of this course, you would be able to develop artificial neural networks with TensorFlow and Keras, launch machine learning at a massive scale with Apache Spark’s MLLib, and classify images, data, and sentiments using deep learning. All of this will be mastered with Python as the focal programming language.
Frank Kane, Sundog Education by Frank Kane, and Sundog Education Team are listed as authors for this course. Frank founded Sundog Education, an online platform specializing in big data, data science, and machine learning.
Frank has spent approximately 9 years at Amazon and IMDb managing technology that delivers product recommendations. He also holds 17 issued patents in data mining, machine learning, and distributed computing. AWS Certified Machine Learning Specialty 2023 – Hands On! is one of their best-seller courses on this platform.
Student reviews for the course are excellent. One review said,
“A great introduction to Machine Learning and explained in a remarkably interesting way by a great lecturer. The hands on aspect of the course was very appealing as it really helped to cement concepts – the lectures to help set up everything in detail were very helpful in this respect. Would highly recommend for getting a flavor of what machine learning is about and how difficult it can be!”
Based on its course curriculum, we will give this a rating of 8.8/9.0. So enroll in this one right away if you want to learn ML in relevance to Python!
5. Introduction to Machine Learning for Data Science – Udemy
This online course for machine learning is offered by Udemy and comes with a special price tag of $16.99. It has a rating of 4.5/5.0 stars, and currently, 58,765 students are enrolled in it.
This program includes 5.5 hours of on-demand video, 1 article and 11 downloadable resources.
In this course, you will recognize what Computer Science, Algorithms, Programming, Artificial Intelligence, Machine Learning, and Data Science is, how these different sectors fit together, how they are separate, and how to avoid marketing tactics. You will also understand the impact of Machine Learning and Data Science on society today.
David Valentine is the instructor for this course. He is also known as “The Backyard Data Scientist.” He has over 17 years of experience in enterprise computing environments and is enthusiastic about data science and machine learning. A gentle introduction to Google Go (Golang) for Beginners is another one of his courses on Udemy.
Student reviews about this ML course are excellent. One such review says,
“The trainer is amazing. The course suited me the best as I like to understand at the basal level without any jargons. He uses examples and frames everything so simply that you will understand. The course content and delivery are amazing.”
Based on its instructor profile, we will give this course a rating of 8.6/9.0. So enroll in this one immediately if you want to learn from a passionate industry professional!
Top Rated Machine Learning Courses – FAQs
Which are the best courses for machine learning?
As per our analysis, “Machine Learning Certificate – Cornell University” and “Machine Learning, Data Science and Deep Learning with Python – Udemy” are the best courses for machine learning. In the analysis above, they have listed no 2 and 4 positions.
How long does it take to learn machine learning?
An average ML program lasts six months to give you a strong command of the fundamentals of machine learning. Still, you can foster basic knowledge by enrolling in short online courses.
Conclusion
We evaluated the attributes of the best machine learning courses; now, you can use the information in this blog to determine which course is best for you and your career objectives.
According to our study, “Machine Learning Certificate – Cornell University” provides the best approach to skills, primarily based on the course substance and excellent teacher profile. But before deciding, compare your needs to each of these ML classes and choose the one that best meets your needs and skills.
Additionally, machine learning is one aspect of Data Science. Therefore, if you’re interested in learning more about statistics, visualization, data analysis, and other topics, make sure to check out the best data science bootcamps, which is a similar guide to this one.
We wish you the best of luck in your online learning journey!
