Starting something new can feel a bit confusing—especially when you don’t know where to begin. Data analytics is one of those fields. You hear about it everywhere—people switching careers, companies hiring analysts, and courses promising to teach everything—but when you actually decide to start, the first question hits: Which course is right for me?

For beginners, this confusion is completely normal. Data analytics might sound technical, but at its core, it’s about understanding patterns and making sense of information. Whether it’s tracking customer behavior or analyzing sales data, the goal is to turn raw numbers into useful insights.

Cities like Pune have become popular for learning data analytics because of their strong mix of IT companies, startups, and training institutes. This makes Pune a good place to start your journey, especially if you’re looking for practical exposure.

To make things easier, here’s a list of the best data analytics courses in Pune for beginners, based on simplicity, practical learning, and industry relevance.

1. IIM SKILLS

IIM SKILLS offers a data analytics course in Pune that is often considered beginner-friendly because of its structured approach.

The course starts with basics and gradually moves towards advanced topics. It includes tools like Excel, SQL, Python, Tableau, and Power BI—covering the essential toolkit needed in analytics roles.

One thing that stands out is the focus on practical learning. Instead of just reading theory, learners work on assignments and projects that help them understand how things work in real situations. This can make a big difference, especially for beginners.

The course also includes internship opportunities and guidance sessions, which can help learners understand how to move forward after completing the program.

What beginners may find useful:

  • Step-by-step learning structure
  • Hands-on assignments and projects
  • Exposure to industry tools
  • Career guidance support

2. 360DigiTMG

360DigiTMG offers a course that focuses on building a strong foundation in analytics.

The curriculum includes data visualization, statistics, and business intelligence concepts. It’s designed to help beginners understand how analytics is used in real-world business scenarios.

3. ExcelR

ExcelR provides training that focuses on core analytics tools like Excel and Tableau.

The course includes project work, which helps beginners understand how data is used in practical situations rather than just theoretical concepts.

4. Learnbay

Learnbay offers flexible programs that include Python, basic machine learning, and case studies.

It’s often chosen by beginners who prefer a gradual learning pace instead of jumping into advanced topics too quickly.

5. Great Learning

Great Learning offers structured data analytics programs designed with input from industry professionals.

Their courses combine theory and practical learning, making them suitable for beginners who want a guided approach.

6. Simplilearn

Simplilearn provides flexible online courses with live sessions, recorded content, and projects.

This allows beginners to learn at their own pace without feeling pressured.

7. UpGrad

UpGrad offers data analytics programs in collaboration with universities.

These courses include mentorship, assignments, and structured learning paths, which can be helpful for beginners who prefer guided learning.

8. AnalytixLabs

AnalytixLabs focuses on hands-on training using real datasets.

This helps beginners understand how analytics is applied in real-world scenarios instead of just learning concepts.

9. Intellipaat

Intellipaat offers courses covering tools like Python, SQL, and Power BI.

They also include project work, which helps beginners build a portfolio while learning.

10. Besant Technologies

Besant Technologies offers both classroom and online training options.

Their data analytics course includes practical sessions and flexible timings, making it suitable for beginners who prefer offline learning.