10 Best Data Science Courses for Coding Interviews
These are the best online courses to learn Data Science from Udemy, edX, Codesourses and Coursera for coding interviews.
Hello guys, if you are preparing for Coding interviews and looking for the best Data Science courses then you have come to the right place. Data Science is one of the most difficult topics and many candidates fail to answer questions related to Data Science, each code line may require some hundreds of programming instructions to execute, in a dual stack, recursive descent parsing algorithm.
I have been sharing useful courses for coding interviews for quite some time like earlier, I have shared best algorithms courses, Machine Learning courses, Data Science, and System Design courses for programmers, and today, I am going to talk about the best online courses to master Data Science for interviews.
These Data Science courses have been chosen from popular online learning platforms and websites like Udemy, Coursera, edX, and Educative and these are created by experts who have seen the interviews from both sides of the table.
Along the way, I have also shared useful techniques where you can learn about some popular Data Science questions like Google IT Automation and designing a UI using data science and machine learning.
Our team of global experts has done extensive research to come up with this list of Best Data Science Courses, Certifications, Tutorial, Degree and Training available Online for 2021. These include free and paid learning resources and are relevant for beginners, intermediate learners as well as experts. So far, 85,000+ students and professionals have benefited from this compilation.
10 Best Data Science Courses for Programmers and Developers
Without wasting any more of your time, here is my list of some of the great, interactive, and fun online courses to learn Data Science programming. These are truly the best online courses you can join to learn this essential skill or improve your data science skill.
If you have decided to pursue a career in Data Science or machine learning then this is one of the best data science course you will find online. This certification consists of a series of 9 courses that help you to acquire skills that are required to work on the projects available in the industry. The lectures cover a wide range of topics including data visualization, analysis, libraries, and open source tools. By the end of the program, you will have multiple assignments and projects to showcase your skills and enhance your resume. If you want to hone your machine learning skills, you may want to take a look at these Best Machine Learning Courses.
Duration: 3 to 5 weeks per course, 2 to 7 hours per week Rating: 4.6 out of 5
2. MIT Data Science and Statistics Certificate (edX)
This series of 5 courses will help you strengthen your foundation of data science, statistics and machine learning. You will learn to analyze big data and understand how to make data-driven predictions through statistical inference and probabilistic modeling to extract meaningful data for decision making. Journey will begin from the very basics of probability and statistics before moving on to data analysis techniques and machine learning algorithms. It is advisable to have college-level calculus, mathematical reasoning, and python programming proficiency to make the most of this certification. You may apply to a variety of job roles after the completion of this certification, including that of a data scientist, data analyst and system analyst to name a few. If Artificial Intelligence excites you, don’t forget checking our compilation of Best AI Courses.
Duration: 5 courses, 2 to 16 weeks per course Rating: 4.6 out of 5
3. Post Graduate Program in Data Science (Purdue University)
This postgraduate program will give you broad exposure to the key concepts and tools used in Data Science. It is designed in collaboration with IBM to help individuals gain practical knowledge of data science. Enrolling in the curriculum will help you cover broad data science topics, such as statistics, critical programming languages, machine learning algorithms, and much more. Besides, you will also get the opportunity to work with a capstone project that will culminate in your learning experience. The program is designed by experienced Purdue University instructors, which is known as one of the leading research and teaching institutions.
Duration: 12 months, 5–10 hours/week Rating: 4.7 out of 5
4. Data Science Certification from Harvard University (edX)
This Harvard Data Science Certification program will teach you key data science essentials, including R and machine learning using real-world case studies to kick start your data science career. Spread across 9 courses, this immersive program is among the best rated online masters programs available on leading e-learning platform edX. The courses that make up this program include R Basics, Visualization, Probability, Inference and Modeling, Productivity Tools, Wrangling, Linear Regression, Machine Learning followed up with a Capstone project to test and try all that you learn in the course. You will learn the R programming language, statistical concepts, and data analysis techniques simultaneously. In case you also want to deep dive into the world of Python, we have some of the Best Python Courses curated just for you.
Duration: 9 courses, 2 to 8 weeks per course, 2–4 hours per week Rating: 4.8 out of 5
5. Applied Data Science with Python Certification (University of Michigan)
This is a 5-course program from the University of Michigan which will help you learn data science through the python programming language. You will need to have basic knowledge of Python and will be taught about popular python toolkits such as pandas, matplotlib, nltk and networkx among others to make sense of data. In particular, the 5 courses will cover Applied Plotting, Charting & Data Representation in Python, Applied Machine Learning in Python, Applied Text Mining in Python and Applied Social Network Analysis. You will be taught by Christopher Brooks, Kevyn Collins-Thompson, Daniel Romero and V. G. Vinod Vydiswaran. With numerous assignments, assessments, and projects this is the perfect place to get a step closer to becoming a data scientist.
Duration: 5 months, 7 hours per week Rating: 4.5 out of 5
6. Deep Learning Certification (deeplearning.ai)
Learn how to build neural networks and lead successful machine learning projects in this 5 course specialization from deeplearning.ai . You will be taught about Python, Tensor Flow, RNNs, LSTM, Adam, Convolutional Networks and Xavier initialization among other aspects. The program is taught by Andrew Ng, Co-founder, Coursera & Adjunct Professor, Stanford University; Younes Bensouda Mourri, Mathematical & Computational Sciences, Stanford University and Kian Katanforoosh, Adjunct Lecturer at Stanford University, deeplearning.ai, Ecole Centrale Paris. This is one of the most sought after programs on Deep Learning available online.
Rating: 4.9 out of 5
7. Machine Learning Certification by Stanford University (Coursera)
Andrew Ng, former head of Google Brain and Baidu AI Group has created this course along with other professors from Stanford University. It is one of the most sought after courses and certifications around machine learning available online. You will learn about Supervised learning, Unsupervised learning among other key areas and the course includes multiple case studies and applications to help you learn how to apply algorithms to build smart robots. This is one of the best data science courses you can opt for. You may also be interested in taking a look at some of the best Machine Learning Certifications.
Duration: 55 hours Rating: 4.9 out of 5
8. Data Science MicroMasters Certification by UC SanDiego (edX)
This is essentially an online version of a master’s degree program in Data Science by UC San Diego, where professors and trainers from the university will impart knowledge online. Spread across multiple months, this is ideal for students and professionals looking for an immersive learning program that goes really deep into the concepts of data science. You will develop a well-rounded understanding of the mathematical and computational tools and how to use them to make data-driven recommendations. The courses that make up this program include Python for Data Science, Probability and Statistics, Machine Learning Fundamentals and Big Data Analytics using Spark. A team of 5 instructors, all from UC San Diego will take these classes.
Duration: 4 courses, 10–15 weeks per course Rating: 4.6 out of 5
9. Data Science Online (Berkeley ExecEd)
This Berkeley Executive Education Program is an eight module program spread across 10 weeks that will help you cover every essential topic of data science. This program is specially designed for mid-level to senior managers and individual contributors who want to take their organization to the next level with the data analysis method. During the course, you will learn about basic mathematical and statistical concepts like mean, standard deviation, graphs, histograms, and logarithmic functions, and then you will move on to advanced concepts like forecasting machine learning, advanced regression models, building effective data science teams, etc. Also, you will be in continuous collaboration with your instructor to submit and resolve your queries or any other help related to the course.
Duration:10 weeks, 4–5 hours/week Rating: 4.6 out of 5
10. Professional Certificate in Applied Data Science (Dartmouth College)
If you are willing to earn a professional certificate in Data Science by learning all the essential concepts and skills, then this certification program from Thayer School of Engineering is the best option for you. With this course, you will be able to develop high-demand skills that are required in today’s job market, such as Data Visualization, Machine Learning, Risk Management, and Predictive capabilities. It will help you understand the basics of Python coding through live coding sessions and application-based assignments. Upon successful completion of the course, you will be able to take advantage of new opportunities and face new challenges in the field of Data Science.
Duration: 6 months Rating: 4.7 out of 5
So that was our take on Best Data Scientist Certification, Tutorial, Courses, Class and Degree available online. So that was our take on the best from the field of data science programs, hope you found the right program for you. Wish you happy learning! Do subscribe to us to hear about the latest programs from the domain.
