Top 20 Data Science Certification Courses
It is always important to learn new skills to enhance your abilities to do a task effectively. It can be a hectic schedule especially if you are an employee. And when it comes to data science, you need to have the best qualification. It will help to get better job opportunities in this high in-demand profession. There are some courses that are designed to ease out the stress that employees take from their regular work and help them upskill.
Here is the list of the top 20 best and free data science certification and courses of 2021:
- IBM Data Science Certification (Coursera)
It is one of the best data science courses that you can find online. This online data science certification course consists of a series of 9 courses. It not only helps to acquire skills that are required to work on the projects available in the industry but also makes you confident about its practical applications. In addition to being a data science certification course, it is also a machine learning certification course. It covers a wide range of topics including data visualization, analysis, libraries, and open-source tools. There will be multiple assignments and projects to showcase your skills and enhance your resume. The duration of this course is 3 to 5 weeks per course, 2 to 7 hours per week and is one of the best data science certification courses in India.
2. MIT Data Science and Statistics Certificate (edX)
This online data science certification course focuses on the basics of probability and statistics before moving on to data analysis techniques and machine learning algorithms. It is a series of five courses. The certification helps to practically analyze big data and understand how to make data-driven predictions through statistical inference and probabilistic modelling. This helps to extract meaningful data for decision-making. To make the most of this certification, it is advisable to have college-level calculus, mathematical reasoning, and python programming proficiency. It unlocks a variety of job roles after the completion of this certification, that includes, a data scientist, data analyst, and system analyst to name a few. It is also known to be one of the best machine learning online courses and helps in various job interviews. The duration of this course is 5 courses and 2 to 16 weeks per course. It is considered to be one of the best data science certification courses online.
3. Ivy Professional School Data Science and Machine Learning, Artificial Intelligence and Deep Learning Certification Course
Ivy Pro School is a Top Ranked Data Science and Analytics school in the country consistently for the last 5 years (Analytics India magazine, Silicon India Magazine). We are the official training partners of companies like Honeywell, Cap Gemini, Genpact, HSBC, Cognizant, eBay/PayPal, etc. and more than 100 Analytics companies have recruited our students. Our prized faculty are associated with esteemed organizations like ISI, IIMs IITs, and prestigious US universities. The duration of the course is for 225 hours. The faculties are experienced in real-life business problems and how to use data science, machine learning, and artificial intelligence to solve business problems. Along with a machine learning certification course, it also certifies to be a data science certification course. It is considered to be one of the most useful data science certifications courses in India.
4. Data Science Certification from Harvard University (edX)
This Harvard Data Science Certification program will not only teach you about key data science essentials but also will include R and machine learning using real-world case studies. Spread across 9 courses, this data science program is among the best-rated data science certification online master’s programs available on the 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. In addition to that, it is 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. It consists of 9 courses, 2 to 8 weeks per course, 2–4 hours per week.
5. Applied Data Science with Python Certification (University of Michigan)
This is a 5-course program from the University of Michigan that will help you learn data science through the python programming language. One will need to have basic knowledge of Python. Popular python toolkits such as pandas, matplotlib, nltk, and networkx among others are going to be the highlights of this course. In addition to that, 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. The duration of this course is 5 months, 7 hours per week. This is considered to be one of the most respectable data science certification courses online.
6. Data Science for Everyone (Data Camp)
This course is an introduction to data science with no coding involved. It is taught in four chapters by Hadrien Lacroix, Sara Billen and Lis Sulmont. A data science enthusiast will be thrilled to find this data science certification course free. This course enhances the knowledge of data science by providing an introduction to data science, data collection and storage, preparation, exploration, and visualization. In addition to that, it also focuses on experimentation and prediction. A free data science certification course is not only exciting but also intriguing for the learners to excel in this particular field.
7. Machine Learning Certification by Stanford University (Coursera)
Andrew Ng, former head of Google Brain and Baidu AI Group are the creators of this course, along with other professors from Stanford University. It is undoubtedly one of the most sought-after data science certification courses online and machine learning online course available. There are many exciting things to learn in this course, such as Supervised learning, Unsupervised learning. In addition to that, there are other key areas and the course includes multiple case studies, applications to learn algorithms for building smart robots. This is one of the best machine learning courses online that you can opt for. The duration of this course is 55 hours.
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. The professors and trainers from the university provide this course online. Spread across multiple months, this course is totally ideal for students and professionals looking for an immersive learning program that is about 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. The duration of these courses is 10–15 weeks per course and there are 4 courses each. This is a useful data science certification course online that aims at providing real-life examples to solve using data-related issues.
9. Data Science Online (Berkeley ExecEd)
This 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. The ones who want to take their organization to the next level with the data analysis method. One will learn about basic mathematical and statistical concepts like mean, standard deviation, graphs, histograms, and logarithmic functions. In addition to that, it will move on to advanced concepts like forecasting machine learning, advanced regression models, building effective data science teams, etc. This course also helps in connecting directly with UC Berkeley Executive Education’s faculty, industry leaders, and peers from every corner of the globe. One can get to interview industry experts who are driven by data, from leading companies, such as Google, Uber, and many more. The duration of this course is 10 weeks, 4–5 hours/week. As the name suggests, it qualifies to be one of the notable data science certification courses online.
10. Post Graduate Program in Data Engineering (Purdue University)
This course is prepared in collaboration with IBM. This program from Purdue University will help you learn all about AI and ML to make a successful career. It focuses on processing with the Hadoop framework, large-scale data processing with Spark, and processing data on the Azure and AWS cloud infrastructures. You’ll also get the opportunity to enrol in the exclusive masterclasses during the video sessions. Once you finish the program with the given projects, you’ll earn a completion certificate from Purdue University. It is an essential program that will help you cover Big Data and Data Engineering concepts, the Hadoop ecosystem, Apache Python basics, SageMaker, and Azure services. In addition to that, it will help to gain better insights into how to improve business productivity by processing a large volume of data and extracting valuable information. The duration of this course is 8 months, 5–10 hours/week.
11. Berkeley Program on Data Science and Analytics (UC Berkeley Executive Education)
If you are someone with at least 10 years of professional experience and is looking forward to transitioning into a leadership role to build and lead data science teams through data-driven decision making, then this program will equip you with all the necessary skills. The program has five modules, out of which three modules being held on the Berkeley campus and the remaining two modules to be completed online. Not only will you learn how to promote a data-driven culture, but also how to translate business problems. In addition to that, you also learn how to lead a team with a diverse set of skill sets towards solving these problems. The duration of this course is 6 months.
12. Data Science Certification from Johns Hopkins (Coursera)
This certification course from Johns Hopkins can be taken by anyone with beginner-level experience in Python and Regression. It consists of a nine-course introduction to data science, developed and taught by leading professors. In this program, you will learn about R Programming, Getting and Cleaning Data, Exploratory Data Analysis, Reproducible Research, and Statistical Inference among a host of other areas. The training will be followed by a Capstone Project, where you will build a data product using real-world data. One can completely navigate throughout the complete data science pipeline from data acquisition to publication and manage projects using GitHub. Also, one can learn to perform regression analysis, least squares, and inference using regression models. The duration: 8 months, 5 hours per week. It is one of the best data science certification courses.
13. Statistics with R Certification from Duke University
Be ready to be amazed by the outstanding professors from Duke including Mine Çetinkaya Rundel, David Banks, Colin Rundel, and Merlise A Clyde in this course where you will learn all about Bayesian Statistics, Linear Regression and Modeling, Inferential Statistics and Probability & Data. It is a beginner-level specialization and you don’t require any previous experience to enrol for this one.
14. Advanced Machine Learning Certification by Higher School of Economics
A total of 21 professors and researchers have come together to create this course. This is undoubtedly one of the most comprehensive courses on data science and machine learning. This is an intermediate-level course only relevant if you have basic knowledge of the subject. The course includes CERN scientists who will share their experiences of solving real-world problems using data science. This is a 7-course curriculum, and it will take you deep into the world of machine learning.
15. Excel to MySQL: Analytic Techniques for Business Certification from Duke University
This course is taught by Jana Schaich Borg and Professor Daniel Egger. This course from Duke University will help you formulate data questions, visualize datasets and inform strategic decisions. It will help you learn how to use Excel, Tableau, and MySQL to analyze data, build models and communicate your insights. It is all followed by a project where you will apply your skills to work on a real-world business process.
16. Data Structures and Algorithms Certification from UC San Diego
UC San Diego and Higher School of Economics along with Computer Science Center and Yandex come together for this Data Structures and Algorithms Specialization spread across 6 courses. In this course, there’s a good mix of theory and practice in this course where you will learn algorithmic techniques for solving various computational problems. Known to be one of the best Algorithms online courses with a wealth of programming techniques it teaches you two major projects: Big Networks and Genome Assembly.
17. Big Data Engineer (Simplilearn)
In collaboration with IBM, Simplilearn has an advantage for the data science aspirants to enter the role as Big Data Engineer with this big data certification course. It features masterclasses and Asks me anything sessions by IBM. Learn job critical skills like Big Data & Hadoop frameworks, leverage the functionality of AWS services, and learn to use the database management tool and MongoDB to store data via interactive live sessions, practical labs, & industry projects. In addition to that, the cost of this certification program is less than the average big data certification cost in India.
18. Master of Computer Science in Data Science Degree Online (Illinois)
It is a comprehensive program that is focused on core competencies in machine learning, data mining, data visualization, and cloud computing. If one is willing to earn a master’s degree in Data Science, then this program is the ideal choice. In addition to this, you will not only get the exact knowledge and insights from massive data sets but also get full command of the computational infrastructure. This is an integrated program that includes both MCS degree requirements and data science-focused coursework. This means you will learn computer science concepts as well as data science techniques. Moreover, this program comprises various videos, notes, quizzes, and hands-on projects to equip you with the course content better. It includes various interdisciplinary data science courses that are offered in cooperation with the Department of Statistics. There are flexible payment modes that allow you to pay the program fees in multiple instalments.
19. Microsoft Data Science Certification Course (edX)
This professional program by Microsoft consists of 9 courses in addition to a project and will take about 16–32 hours per course. You will learn about using Microsoft Excel to explore data, using Transact-SQL to query a relational database, creating data models using Excel or Power BI. This course teaches you to apply statistical methods to data and use R or Python to explore and transform data. The program is broken into 4 major units which further consist of 10 courses. It is all followed by a project to help you apply all that you learn through the duration of this course. Having equal importance on theoretical and practical lessons, this course makes sure that you make the most of what the classes have to offer. There are many things to learn in this course, like using Microsoft Excel to explore data and Transact-SQL to query a relational database. The duration of the course is 10 courses + Final Project, 16 to 32 hours per course. This is one of the most useful data science certification course online.
20. Machine Learning Certification from University of Washington
This certification course has been created by leading researchers at the University of Washington. This course consists of both theoretical study and practical lectures. You will learn about Prediction, Classification, Clustering, and Information Retrieval among other key areas. Moreover, you will learn to describe the input and output of a regression model, estimate model parameters, and analyze the performance of the model. This course is taught by Emily Fox, Amazon Professor of Machine Learning, and Carlos Guestrin, Amazon Professor of Machine Learning. This machine learning online course helps not only to get a good degree from a reputed college but also helps in making your resume stand out from other applicants.
