The greatest career trends of this era involve the career as a Data Scientist. To become a Data Scientist and to get hired by top MNCs, a professional Data Science certification is a must. Professional Data Science Certification involves to get certified from a known institute and provide rich knowledge that does justice with the certification. There are many institutes that provide the professional Data Science Certification Courses.
Let me discuss the top institutes and their objectives for the certification course from the pool to help you compare and choose.
Top 9 Data Science Certification Courses
The following are the Top Institutes providing Data Science Certification Courses:
1. Data Analyst using Python by Yoda Learning Solutions
This certification course helps you to deal with a large amount of voluminous data by making you learn Python programming. This Python language will help you to boost your career in the field of data science as a data scientist by automating most of the tedious tasks. It will help you build the statistical data models with the help of Python.
- You will be able to perform logical looping constructs and will be dealing with functions
- You will be able to apply techniques such as modules and packages, working with different data types
- You will be able to deal with Python I/O files
- You will learn how to deal with web-related data analysis, visualization using Data Nitro
Duration: 1 month
2. Data Science Professional Certificate by IBM
This Data Science Certification program by IBM helps you to boost your career in the field of Data Science. This course includes languages such as Python & SQL along with Machine Learning. It helps you to develop your expertise in building your own Machine Learning models with the process of Analyzing and Visualizing data.
- The program is taught by top companies and university experts
- It gives you the training with hands-on experience on actual projects to make you industry ready
- You are able to design your own Course schedule
- All the videos and chapters are designed and curated by top experts
- You can test your knowledge by assignments and quizzes
Duration: 3 months
3. Data Science & Statistics Certificate by MIT
This course will help you to strengthen your foundations of statistics, data science & machine learning. You will be able to acquire the rich knowledge and hence you will be able to build machine learning models based on statistics and data science. This certification course will help you to prepare for the roles of Data Scientists, Data Engineer, Data Analysts, System Analysts, and more.
- This certification course has known university backup. Thus the course will have an equal credit as by studying in the university itself
- You study on your own and demonstrate your skills and knowledge with assignments
- This course also provides you a few days of trial before you can actually opt for one
- It has its own built-in community to support you to learn and exchange knowledge with fellow learners
Duration: 1 year 3 months
4. Data Science Course from Harvard University by edX
This course form Harvard University is brought to you by edX and includes nine models. This is the power-packed data science course. You can learn this course according to your own pace with time intervals for assignments and quizzes that help you test your knowledge.
- This course helps you in building strong fundamentals for R programming, statistical concepts like modeling, inference, and probability
- You will be well versed with all the topic as there will be practice sheets after each topic
- This course includes all the essential tools for practicing what you have learned. The tools include UNIX, Linux, GitHub, and RStudio.
- It provides real-life case studies for practice.
Duration: 1year 5months
5. Applied Data Science with Python Specialization by Coursera (University of Michigan)
This certification course will let you gain the knowledge and insights about the language your data speaks. This course will let you learn the skills and techniques to perform analysis on your data. It is an intermediate level of the course and provides flexible timing for you to learn.
- You will be able to perform statistical analysis with the help of Machine learning.
- You will gain the skillset of text mining, Python programing, Pandas, Matplotlib, Numpy and more
- Along with it, you will enhance your knowledge for Machine learning Algorithms, Scikit-Learn
- You will be able to visualize your data clearly and decide whether the visualization is good or bad.
Duration: 4 months
6. Deep Learning Specialization by deeplearning.ai
This certification offers you deep learning with Machine learning and AI. It will make you learn modules like neural networks and deep learning, hyperparameter tuning, Optimization, regularization, structuring ML, and more. It offers a flexible schedule with a 100% online course.
- This course proves as a breakthrough in data science by offering foundations in Machine Learning and AI
- You will be able to work on structured machine learning projects
- This course is assisted by top deep learning experts and you will have the opportunity to hear from them
- You will be able to gain skills such as deep learning, backpropagation, Python programing, hyperparameter optimization, Inductive transfer, and more.
Duration: 2 months
7. Machine Learning Certification by Stanford
This certification course will help you to artificial neural networks and help you to perform Machine learning Algorithms by building your Machine learning expertise. This course offers flexible deadlines along with flexible learning hours.
- You will be able to handle voluminous data
- You will be able to get support from your instructor and you will have the liberty of interacting with like-minded peers
- You will be able to gain knowledge and hands-on experience while working with real-life projects
- You will gain skills such as logistic regression, machine learning algorithms, and performance.
Duration: 56 hours
8. Data Science MicroMasters Certification from UC SanDiego by edX
This certification program has acquired its credibility in the industry as the best data science course. This course will offer you the knowledge necessary to become a data scientist. You will learn all the necessary statistical, data analysis, computation, and mathematical skills required to become a data scientist.
- You will be able to clean the real-life data and load it for your work
- You will be able to draw conclusions from the unclean data by performing statistical analysis
- The knowledge of machine Learning help you build models for analysis
- You will be able to visualize any type of complex data easily
Duration: 4 courses, 10-15 weeks per course
9. The Data Science Course 2020 – Complete Data Science Bootcamp by Udemy
This course covers the complete Data Science learning experience. It covers mathematics, statistics, Python, advanced statistics in Python, Machine & Deep Learning. You are able to get full lifetime access to this course. It contains 90 articles and 153oadable resources.
- Impress interviewers by showing an understanding of the data science field
- Learn how to pre-process data
- Understand the mathematics behind Machine Learning
- Start coding in Python and learn how to use it for statistical analysis
- Perform linear and logistic regressions in Python
- Carry out the cluster and factor analysis
- Be able to create Machine Learning algorithms in Python, using NumPy, stats models, and Scikit-learn
- Use state-of-the-art Deep Learning frameworks such as Google’s Tensor Flow Develop a business intuition while coding and solving tasks with big data
Duration: 25 hours
So, these are Top 9 Data Science Certification Courses That will pay off.