Best Data Analytics Courses for 2025

The Noble Desktop Data Analytics Certificate offers a flexible learning experience, with options for both full-time (6 weeks) and part-time (24 weeks) schedules. Learners benefit from 156 hours of hands-on instruction, live project-based training, and additional 1-on-1 mentoring sessions.

Led by industry professionals, curriculum is carefully crafted and continuously updated to ensure optimal learning outcomes. Students receive supplemental materials, a 1-year free retake policy, and a verified digital certificate upon completion. With small class sizes and both on-campus and live online options available, students gain valuable expertise in data analytics to excel in their careers.

The teaching method at Noble Desktop is perfect and the classes provide you with infinite knowledge that makes you eager to take everything they offer. I love Noble! – Ivonne @ Noble Desktop Website

As part of the Grow with Google Data Analytics Certificate program available on Coursera, students study data types, information structures, problem-solving, storytelling, and the power of R programming to learn how to transform data into insight. Beyond the huge amount of technical knowledge, this course teaches, it’s also very accessible. Anyone can complete this course, regardless of experience or educational background.

Four of five graduates report positive career outcomes within six months of completing Grow with Google, which is an excellent incentive for students to enroll in this course.

To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood. – Felipe @ Coursera

CareerFoundry has offered various tech-related data analysis courses since 2013. One of their best courses is their Data Analytics program, which promises to make you job-ready in just under ten months.

The program is online, and you can learn at your own pace. You’ll be familiar with tools like Excel, Python, Pandas, and Tableau and be able to specialize in areas like machine learning or data visualization. After graduation, you’ll have lifetime access to the course content.

Students complete a capstone project, and there are opportunities for apprenticeship training with partners like TechFleet, Democracylab, and Digital Product School.

I loved the data analytics course! Well-structured content, engaging tutors, and hands-on assignments with real-world data make it highly recommended for developing data analytics skills! – Gurpreet @ Course Report

The MIT Sloan School of Management’s Applied Business Analytics course is a perfect choice for students who want to leverage the power of data in driving business decisions.

At its core, this course teaches students pragmatic frameworks and how to use pertinent datasets. It has a non-technical emphasis; graduates can understand and apply business analytics principles in real-world scenarios, such as posing the right questions (like which algorithm to employ) and discern when human judgment is needed in decision-making.

This excellent course offers a comprehensive overview of business analytics, providing a clear framework for approaching complex projects. Professor Bertsimas simplifies the subject matter effectively, making it highly accessible. @ MIT Management Website

Thinkful’s Data Analytics Bootcamp can be taken both full-time or part-time to accommodate your schedule. It focuses on cultivating your storytelling abilities, teaching you to leverage data analysis tools like Tableau and programming languages like Python and SQL to read through the data and deliver valuable findings.

As a student, you’ll get matched with a mentor from the industry, and you’ll be able to learn from their experience and get constant feedback and reviews on your projects.

This course is ideal for beginners looking to quickly enhance their data analytics skills. It covers key aspects like data cleaning, analysis/exploration, and visualizations using various tools. The structured curriculum facilitated immediate application in my current role. – Maher @ Course Report

General Assembly takes a distinct approach with its Data Analytics Short Course. It teaches you how to use tools like Excel, SQL, and Tableau. One of the most compelling reasons to invest in this course is the undeniable market demand for Tableau skills, which has surged by 1,103% in a span of five years.

Students will learn how to translate their data into meaningful insights and go beyond just analyzing data. Instead, they’ll be able to make business decisions and shift strategies based on it. Instructors include both well-renowned professors as well as industry veterans.

This comprehensive course effectively teaches data analytics concepts and tool usage for real-world problem-solving. Its hands-on approach and instructor feedback enhance the learning experience, making it highly recommended. – Daniel @ Course Report

Macquarie University, together with Coursera, brings you Excel Skills for Data Analytics and Visualization Specialization, perfect for those who want to learn how to transform, link, and analyze data in Excel, but also how to develop interactive dashboards and use Excel features like DAX and PowerPivot.

This is an intermediate-level data analyst certification. By the end of the course, you’ll work on an Applied Learning Project, where you’ll handle real-world datasets to create visualizations, dashboards, and reports.

The availability of diverse resources covering various topics, from Excel to data visualization, is impressive, with a comfortable user interface enhancing the learning experience. – Munh @ Coursera Website

Udacity’s Data Analyst Course is a three-month intensive course that covers all the basics for becoming a data analyst, from libraries such as Pandas and NumPy to advanced data wrangling and data visualization.

While the course is at the intermediate level, it has prerequisites, such as a basic understanding of Python and descriptive statistics, for those with a foundational knowledge of data and coding.

The course was a pleasant surprise, offering a chance to revisit and solidify my understanding on SQL. The personalized feedback feature is noteworthy, enhancing the learning experience and motivating me to refine my work further. – Ezekiel @ Udacity Website

If you’re a beginner in the R programming language, this course is for you. Dataquest promises that their Data Analyst in R will have you job-ready in 4 months. The course has a pragmatic approach, giving you the chance to implement the techniques you learn through multiple projects based on business scenarios. These projects enhance your portfolio and prepare you for real-life interviews.

What’s great about this R course is the fact that you get access to a feedback system embedded directly in the browser. Mistakes are rectified instantly, and your learning becomes iterative.

As a Biomedical Scientist seeking to transition into data-driven projects, Dataquest’s comprehensive curriculum and interactive platform provided an invaluable opportunity to learn coding and data analysis, fostering hands-on practice and skill development. – Hossain @ Course Report

The IBM Data Analyst Professional Certificate on Coursera is another great course you can enroll in on this online learning platform that prepares you for a career as a data analyst in less than four months.

As part of this course, you’ll master a wide range of data analysis skills and be able to invoke APIs, manage databases, or master software apps such as Excel or IBM Cognos Analytics. Students also gain proficiency in programming with Python, leveraging libraries such as Pandas and Numbpy.

The course provided easily digestible content, with instructors ensuring clarity throughout, sparing confusion. Thank you immensely for this exceptional learning experience! – Chau @ Coursera Website

SQL – MySQL for Data Analytics and Business Intelligence from 365 Careers on Udemy provides students with a foundational understanding of SQL and how it’s an essential tool for data analytics, predictive analytics, and business intelligence.

You’ll learn to engage with real-life databases and get expertise in SQL best practices. Throughout the course, you’ll get access to plenty of downloadable resources, exercises, and quiz questions.

You can enroll in this course if you’re a beginner to programming languages or if you’ve dabbed your toes into data analysis before and want to deepen your knowledge and apply these skills practically.

The course provided an understanding of basic to advanced topics in a stepwise manner, emphasizing essential tools and offering insights into Tableau and SQL integration. The abundance of questions and challenges facilitated practical application and problem-solving. – Ibrahim @ Udemy Website

Microsoft Excel: Advanced Excel Formulas & Functions on Udemy is designed to equip professionals with the skills needed to excel in data analytics, this course goes beyond the basics to teach you how to think like Excel and craft powerful, dynamic formulas from scratch.

The course provides engaging demonstrations and expert instruction, with lifetime access to project files, quizzes, and 1-on-1 expert support to ensure your success. The platform is also flexible and convenient, accessible on mobile and TV platforms

If you want to master advanced formula writing and enhance your analytics skills, you can enroll in this course. It’s also suitable for students seeking engaging Excel analytics training and wishing to pursue a career in data analytics.

The instructor explained everything well, and I liked the worksheets that were prepared for us to follow along. I would recommend this course for anyone who is looking to advance their knowledge of Excel – Elena @ Udemy Website

Data Analytics Technologies Bootcamp by NYC Career Centers offers a flexible learning experience with options for both full-time (8 days) and part-time (8 weeks) schedules. It dives deep into Excel, SQL, and Tableau through hands-on instruction, real-world projects, and personalized mentoring sessions.

The platform offers options to choose between on-campus learning in NYC or live online learning. Furthermore, with a free retake option and a verified certificate upon completion, you will be well-prepared to excel in your data analytics career.

The instructors are not only highly skilled communicators but also incredibly patient and supportive. Their ability to explain complex concepts in a clear and understandable manner has greatly enhanced my learning journey. – Diane @ NYC Career Centers Website

Historically, data and statistical analysis was conducted using pricier, closed-source tools. This freeCodeCamp course focuses on open-source tools, especially Python and SQL.

It covers the end-to-end process, from sourcing data from different formats like CSV, SQL, and Excel to using powerful Python libraries such as Numpy, Pandas, Matplotlib, and Seaborn for data processing and visualization.

While the course generally excels in pedagogy, the initial stages may pose some confusion. However, the course improves as it progresses, offering valuable insights for learners. – Yacine @ freeCodeCamp Forum