Top Data Science Courses to Consider

Data science is now a necessary talent for professionals across all industries in today’s data-driven world. To draw findings from complex data sets, statistical and computational techniques are used. Numerous organizations and online platforms provide certification programs to equip people with the requisite knowledge and abilities as the need for data science experts grows. But not every course is created equal, and picking the best one can be difficult. The best data science certification programs for 2023 are chosen based on a variety of criteria, including the depth of the curriculum, relevance to the industry, instructor experience, hands-on training, and affordability. Choosing one of these top programs can give students and working professionals a competitive edge in the job market and improve their data science abilities to fulfill market requirements.

Professional Certificate in Data Science — Harvard University

The Professional Certificate in Data Science offered by Harvard University is an online program designed to provide learners with a comprehensive understanding of data science. This program is delivered through the HarvardX platform and covers various aspects of data science, including probability, statistics, machine learning, data visualization, and data wrangling.

There are nine courses in the program, which students can finish at their own leisure. The courses are given by knowledgeable professors from the Harvard University Department of Statistics and the John A. Paulson School of Engineering and Applied Sciences (SEAS). Through practical assignments and projects, the curriculum is made to give students both theoretical knowledge and practical skills.

The cost of the program is $1,800, which includes all nine courses and a capstone project. Learners can choose to pay for each course individually, but the overall cost will be higher in that case. Financial aid is available for eligible learners who cannot afford the full tuition fee.

The program is entirely online, and learners can access the course materials and assignments from anywhere with an Internet connection.

Data Science Professional Certificate — IBM

The IBM Data Science Professional Certificate is a self-paced, online certification program that aims to give individuals the fundamental knowledge and abilities needed to succeed as a data scientist. The course was developed by IBM in collaboration with Coursera, a well-known online education platform, and is intended for students from a variety of backgrounds.

Mode of Education

The course is completely online and self-paced, allowing participants to complete the course at their own pace and from anywhere with an internet connection.

Course Curriculum

The program consists of nine courses that cover a range of topics related to data science. The courses are as follows:

• What is Data Science?
• Open Source Tools for Data Science
• Data Science Methodology
• Python for Data Science and AI
• Databases and SQL for Data Science
• Data Analysis with Python
• Data Visualization with Python
• Machine Learning with Python
• Applied Data Science Capstone

Each course includes video lectures, quizzes, and hands-on assignments that allow participants to apply what they have learned. Participants who successfully complete all nine courses will receive a professional certificate from IBM, and they will also have a good knowledge of data science.

Price

The cost of the program is $39 USD per month, which gives participants access to all nine courses for as long as it takes to complete them. Alternatively, participants can pay a one-time fee of $399 USD for the entire program.

Benefits

For those who want a career in data science, the IBM Data Science Professional Certificate is useful certificate. The course gives students a firm foundation in the knowledge and abilities needed to handle data, apply machine learning methods to problems in the real world, and deal with data. Participants can also add the certificate to their LinkedIn profiles and resumes, demonstrating their skills to prospective employers.

MicroMasters Program in Statistics and Data Science from MIT

The Massachusetts Institute of Technology’s (MIT) MicroMasters Programme in Statistics and Data Science is a comprehensive program that provides students with the abilities and information required to succeed in the rapidly growing data science industry. A solid foundation in statistical analysis, data mining, machine learning, and data visualization is what the course is intended to provide students.

Five online courses are provided as part of the MicroMasters program through the online learning portal edX. A MicroMasters certificate can be obtained by taking the courses individually or in combination. The courses comprise:

• Probability: The Science of Uncertainty and Data: This course introduces students to probability theory and the foundations of statistical inference.
• Data Analysis: This course covers exploratory data analysis, regression analysis, and model selection.
• Fundamentals of Statistics: This course teaches the basics of statistical inference, including hypothesis testing and confidence intervals.
• Machine Learning with Python: From Linear Models to Deep Learning: This course covers the basics of machine learning and provides students with hands-on experience using Python to implement various algorithms.
• Data Science Ethics: This course explores ethical issues related to data science, including privacy, fairness, and accountability.

Because the program is self-paced, students can finish the courses whenever they want. The program should be finished in about a year, with an average workload of 10 to 14 hours per week. The courses, which are taught by MIT faculty, are tough and difficult.

Students who successfully complete all five courses and pass the final examination are given the MicroMasters certification in Statistics and Data Science from MIT. The certificate can be used to apply for credit towards a Master’s degree program in a relevant profession or to show employers that you have a solid understanding of the subject.

The cost of each course varies, but the estimated total cost for the entire MicroMasters program is $1,350 USD. Financial assistance is available for learners who cannot afford the full cost of the program.

Data Science: Machine Learning — edX

Data Science: Machine Learning is a course that is available online through edX, one of the top MOOC platforms in the world. Students will gain an in-depth knowledge of the core ideas of machine learning in this course, including supervised and unsupervised learning, data preprocessing, model selection, and evaluation.

The course is perfect for anyone looking to advance their machine-learning skills and is taught by top experts in the field of data science. Since the entire course is delivered online, students can access it from any location and at any time that is convenient for them.

The course curriculum is divided into several modules, each of which covers a specific aspect of machine learning. Some of the topics covered in the course include:

• Introduction to machine learning and data science
• Data preprocessing and feature engineering
• Supervised learning algorithms, including linear regression, decision trees, and k-nearest neighbors
• Unsupervised learning algorithms, including clustering and dimensionality reduction
• Model selection and evaluation techniques
• Deep learning and neural networks
• Reinforcement learning
• The course also includes a range of practical exercises and assignments, which allow students to apply the concepts they have learned to real-world problems. Students will also have the opportunity to work on a capstone project, where they will develop and implement a machine-learning solution to a real-world problem.

Data Science and Machine Learning Program — Scaler

The Scaler Data Science course comes under one of the most popular and is recommended by many senior-level working professionals. It is intended to assist people in developing data science abilities and advancing their careers in the profession. Regardless of prior knowledge, anyone who wants to learn Data Science and Machine Learning can benefit from the program.

Price

The program will cost you about $3999 for the whole course. However, in order to make the program available to a larger audience, Scaler also provides financing options and scholarships.

Mode of Education

Since the Scaler program is entirely online, anyone with an internet connection can use it. The platform offers a flexible and engaging learning environment through a blend of live online classrooms, self-paced learning modules, and mentoring.

Course Curriculum

Data structures, algorithms, computer programming, data analysis, machine learning, deep learning, and natural language processing are just a few of the topics covered by the Scaler program. The curriculum is broken up into different modules, each of which has its own set of courses and assignments.

The program is divided into three phases:

• Phase 1: The first phase covers the basics of computer programming, data structures, and algorithms. Students will learn to code in languages like C++, Java, and Python.
• Phase 2: The second phase covers data analysis and machine learning. Students will learn to work with data using tools like pandas, numpy, and matplotlib. They will also learn to build machine learning models using algorithms like linear regression, logistic regression, decision trees, and random forests.
• Phase 3: The third phase covers advanced topics like deep learning, natural language processing, and computer vision. Students will learn to build deep neural networks using frameworks like TensorFlow and Keras.

Machine Intelligence and Data Science Course – IIT Bombay

The Indian Institute of Technology Bombay (IIT Bombay) offers a comprehensive course named Machine Intelligence and Data Science (MIDS).

Students from all around the world can participate in the course because it is offered online. The curriculum is adaptable, allowing students to learn at their own pace. The course is broken up into three semesters, each of which lasts for four months.

The curriculum for the MIDS program covers a wide range of subjects, including probability and statistics, data structures, algorithms, linear algebra, machine learning, deep learning, natural language processing, and computer vision.
The cost of the MIDS program is INR 3,00,000 (about $4000 USD) for citizens of India and $5000 USD for foreign students.

The MIDS program is designed for students who have a background in computer science, mathematics, or a related field.

Machine Learning, Data Science, and Deep Learning with Python — Udemy

The objective of Udemy’s online course Machine Learning, Data Science, and Deep Learning with Python is to introduce students to the principles of data science, machine learning, and deep learning. Beginners with a basic understanding of Python programming and an interest in learning about data science and machine learning should take this course.

Mode of Education

The course is available online, and students can access it from anywhere and at any time, as long as they have an internet connection. The course is self-paced, and students can take as long as they need to complete it.

Price

The course is priced at $199.99, but Udemy often offers discounts, and students can often purchase the course for as little as $12.99.

Course Curriculum

The course covers a wide range of topics, including:

• Introduction to Data Science and Machine Learning
• Python Programming for Data Science
• NumPy and Pandas for Data Analysis
• Data Visualization with Matplotlib and Seaborn
• Machine Learning Fundamentals
• Supervised Learning: Linear Regression, Logistic Regression, and Decision Trees
• Unsupervised Learning: Clustering, K-Means, and PCA
• Deep Learning Fundamentals

Other Basic Stuff

The course is taught by data scientist and Python expert Jose Portilla and has 296 downloadable resources, 35 articles, and 37 hours of on-demand video lectures.

Conclusion

Data science certification programs are more in demand than ever, thanks to the growth of big data and the rising demand for data-driven decision-making. IBM Data Science Professional Certificate, Harvard Data Science Certificate, and Data Science Program from Udemy, Edx Scaler are a few of the finest data science certification programs to take into account in 2023. These programs offer extensive data science training and provide students with the expertise and skills they need to be successful in the industry.