6 Best Machine Learning and Data Courses Interview Prep Courses for Beginners in 2022
Preparing for Data Science and Machine Learning interviews? Here are 6 best online courses to prepare for your next Machine Learning and Data Science interview.
Hello guys, if you are preparing for Machine Learning interviews and looking for best resources for your preparation then you have come to the right place. Earlier, I have shared best System Design Courses and best Machine Learning Courses and in this article, I Am going to share best online courses you can join to prepare for Data Science and Machine Learning interviews.
Data science and Machine learning are two developing and in-demand, hot technologies. Today, there is a huge job market for those individuals who are well-acknowledged in data science and machine learning. But these two technologies are complex and require a lot of effort and time.
But at the same time, It is not easy to master data science and machine learning. Data science covers an extensive amount of domains. It includes business analysis, data visualization, data analysis, financial analysis, image processing, and more. You have to choose the domain. Machine learning is also referred to as part of data science.
When it comes to your Data Science or Machine Learning interview preparation, you will no doubt find lots of good material around how different machine learning models work, which algorithms to use when, and so on. But, its not easy to find information on how to approach a Machine Learning problem from a system design perspective.
In the Machine Learning interview, especially if you’re more experienced like 3 to 5 years experienced, you’ll be most likely be given open-ended problems and will be expected to build end-to-end machine learning systems to solve those problems.
System design is arguably the most important part of your Machine Learning interview and is a determining factor in your hiring ‘level’, which can make a big different in your package and salary, but you shouldn't worry, I have include courses for System Design with Machine Learning and if you need more material, I have also shared best System design books and best System Design courses.
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Companies, both big and small likes to hire people that can confidently talk through designing systems and articulate the trade-offs they’re making.
Additionally, as more and more companies inject Machine Learning into their products, even if you just want to excel at system design interviews, it’s valuable to speak about ML functionality as more than just a black box. Having that ability is a surefire way to impress your hiring manager.
Machine learning is also a vast domain. Artificial intelligence, python, linear algebra, calculus, etc are required for machine learning. Well, it is a complicated technology but it is worth learning. As mentioned earlier, there is a huge market for it. But the interviews are quite tough.
One should properly prepare before appearing for a data science and machine learning interview. In this article, we will list the best online courses that will help you prepare for data science and machine learning interview.
6 Best Online Courses for Data Science and Machine Learning Interview in 2022
Watthour wasting anymore of your time, here is a list of best online courses to prepare for Data Science and Machine Learning interview. This contains best courses from Udemy, and Educative, one of the best platform to prepare for tech interviews.
All these courses are very affordable and trusted by thousands of developers around the world to prepare for Machine learning interviews.
This is one of the most popular machine learning interview preparation courses at Educative, a new online learning platform that provides interactive text-based courses and allows you to run code right from your browser.
In this course, the instructor focuses on the important concepts which are required to crack a machine learning interview. It is inspired by real-world machine learning interviews.
It covers the most popular interview questions asked at big tech companies. Instead of answering trivia-style questions, you will work through open-ended problems to design real-world machine learning systems.
- Basic understanding of python.
- Basic knowledge of machine learning.
It is an intermediate-level course and you need to have good knowledge of Machine Learning. By the end of this course, you will be armed with the knowledge to excel in your ML interview.
Here is the link to join this course — Grokking the Machine Learning Interview
By the way, you can either join this course individually or you can take an educative subscription for just $14.9 per month (recommended) to get access to their 250+ high quality, text-based, interactive courses to learn key skills for coding interviews, software development, and technology.
This is a best-selling course at Udemy for data science interview preparation. It is not only about interview preparation though, but it is also a guide for those who want to start a career in data science. In this course, you will learn how to create a data science resume.
- An understanding of Probability and Statistics.
- Programming Experience in either Python or R.
- Experience in SQL.
- An understanding of Machine Learning Algorithms.
It has several interviews and practice questions that will surely boost your confidence for the actual interview. It is a four hours long course. Only those who have a good understanding of data science and machine learning should join this course.
Here is the link to join this course — Data Science Career Guide — Interview Preparation
This is a brand new course at Udemy for data science and machine learning preparation. In this course, the instructor goes through different SQL interview questions and mock interviews, explaining each of them.
These questions are selected very carefully by the instructor and resemble the actual interview questions. Choose this course if you want to test your SQL knowledge for data science. You will also learn Tina’s 5-step framework to acing your SQL interview
- Knowledge of data science and machine learning.
- Knowledge of SQL
The total video content of this course is nearly 2.5 hour and this is a great resource to check your SQL skills and level them up before your Data Science and Machine Learning Interviews.
Here is the link to join this course — SQL for Tech and Data Science Interviews
Another popular course at Udemy, this is for those individuals who want to test their technical machine learning knowledge. Throughout the fifty lectures, the instructor covers almost every important concept required for a machine learning technical interview.
- High school level mathematics.
- Basic knowledge of data science.
- Basic knowledge of machine learning.
The total video content of this course is five hours. It is an intermediate-level course. Talking about social proof this course has on average 4.3 ratings and more than 4000 students have joined this course to prepare for machine learning interviews.
Here is the link to join this course — Machine Learning Technical Interview
4. Machine Learning System Design [Educative]
This is another exciting Machine Learning course from Educative.io that will teach you everything you need to know about the basics of machine learning system design in the shortest time possible.
The course will also teach you everything you need to know about machine learning and system design. It will help you understand the state of the practice on model techniques along with best practices in applying ML models in production at scale.
Once you’re done with the course, you will be able to apply and leverage knowledge from top researchers at tech companies. You will have up to date knowledge in model techniques from hundreds of the latest research and industry papers.
Course Duration: 1 hour 30 minutes
Course Rating: 4.6 stars out of 5
Course Instructor: Khang Phem
Course Price: $20 per month
There is even a great chance that the interviewers will be surprised at the depth of your knowledge.
Here is the link to join this course — Machine Learning System Design
With over seventy-eight thousand students enrolled, this is the most popular data science course at Udemy. This course is for those who want to learn data science from scratch.
In this course, the instructor covers all important data science concepts such as statistics, mathematics, python, advanced statistics with python, machine learning, deep learning, and many more.
- No pre-requisites.
It is a long course with total video content of nearly twenty-nine hours. It is a beginner-level course and a great resource to learn about Data Science from scratch and in depth. You can use this to not only prepare for Data science interview but also to learn Data Science from scratch.
Talking about social proof, this is one of the most popular data science course on Udemy and trusted by more than 430K students and it ahs on average 4.6 ratings from close to 100K participants.
Here is the link to join this course — The Data Science Course 2022: Complete Data Science Bootcamp
That’s all about the best online courses to prepare for Machine Learning interviews. So these are the five carefully selected courses for those who want to prepare for a data science and machine learning interview. Some of these courses have technical interview questions and hands-on while some are tutorials. Go through each course and choose accordingly.
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Thanks for reading this article so far. If you like these best Data Science and Machine Learning interview courses then please share them with your friends and colleagues. If you have any questions or feedback, then please drop a note.
P. S. — If you are keen to learn Data science and Machine Learning in depth then you can also check out this Machine Learning A-Z™: Hands-On Python & R In Data Science course by SuperDataScience team and Krill Eremenko on Udemy I highly recommend you to join this course to beginners and experienced developers.