This beginner learning path is for people who want to build their understanding of data analytics with python, excel and bi tools through video explanations and independent practice.
About this course
Learn data analytics with python, excel and bi tools with free video lessons from Simplilearn. The data-analysis workflow, analytical tools, data preparation, Python-based analysis and reporting. Study at your own pace in the WikiFree classroom.
Course at a glance
| Provider | Simplilearn |
|---|---|
| Platform | YouTube · Simplilearn |
| Access | Free Video |
| Level | Beginner · WikiFree audience assessment |
| Language | English |
| Selected lessons | 134 |
| Video duration | 698h 6m · additional practice time is recommended |
| Format | Self-paced video learning |
| Details checked | 11 October 2026 |
What you’ll learn
- Explore the data-analysis workflow, analytical tools, data preparation, Python-based analysis and reporting.
- Follow the selected explanations of Data Cleaning, Python & Excel and Insights.
- Connect concepts to lessons such as Charts In Tableau — Tableau Charts Tutorial — How To Create Charts In Tableau.
- Practise independently: Clean a small CSV dataset, calculate three useful metrics and present a clear chart with a written insight.
Skills you’ll gain
- Data Cleaning
- Python & Excel
- Insights
Course Overview
The data-analysis workflow, analytical tools, data preparation, Python-based analysis and reporting. The classroom brings together 134 selected learning videos from Simplilearn’s public YouTube course playlist. You can follow the sequence or use the lesson search to revisit a particular subject.
The selected curriculum includes the following lesson examples:
- Data Analytics For Beginners — Introduction To Data Analytics — Data Analytics Using R
- Charts In Tableau — Tableau Charts Tutorial — How To Create Charts In Tableau
- ChatGPT And Excel For Data Analytics — How To Use ChatGPT For Data Analysis
- Power BI DAX Tutorial — How To Use Power BI DAX? — How To Use DAX Functions In Power BI
- Business Analystics Course 2026 [FREE] — Business Analyst Skills For Beginners 2026
Each course retains its relevant lessons, including videos also used in another course. Numbered series follow their original lesson or part order. Only reviewed advertisements, unrelated items and identical repeated playlist entries are excluded. Source recordings may have been made at different times.
Who is this for?
This beginner learning path is for people who want to build their understanding of data analytics with python, excel and bi tools through video explanations and independent practice.
Basic spreadsheet use and arithmetic are useful; allow time to repeat the demonstrations.
Put the lessons into practice
Clean a small CSV dataset, calculate three useful metrics and present a clear chart with a written insight.
This is an optional WikiFree practice suggestion, not a graded assignment supplied by Simplilearn. Pause the videos when a concept is unfamiliar, keep notes and repeat a small example before moving on.
Certificate / Assessment
The public YouTube lessons are free to watch. This listing does not include a Simplilearn certificate, an accredited qualification, a provider-marked examination or instructor feedback. Separate Simplilearn programs can have their own enrollment and certificate requirements.
Mark complete is a personal progress tracker. It does not assess your answers or verify that you have mastered the lesson.
Related courses for your next step
- Compare another approachFree Data Analytics Course: Spreadsheets, SQL and R
Focus: Frame a question and assess the quality of its data · Explore spreadsheet calculations, SQL cleaning, and R workflows
Beginner - Explore a higher-level optionFree Advanced Data Analytics Course: Statistics and ML
Focus: Data science workflow · Data interpretation
Intermediate - Compare another approachExcel Data Analysis: Free Course
Focus: Excel data analysis · Data preparation
Beginner - Compare another approachFree Simplilearn Course: Web Analytics, KPIs and Digital Measurement
Focus: Measurement Plans · Digital KPIs
Beginner
Compare course focus, level and study time
| Course | Level | Focus | Study time |
|---|---|---|---|
| This course — Free Simplilearn Course: Data Analytics with Python, Excel and BI Tools | Beginner | Data Cleaning · Python & Excel · Insights | 698h 6m of video; practice time is additional |
| Free Data Analytics Course: Spreadsheets, SQL and R | Beginner | Frame a question and assess the quality of its data · Explore spreadsheet calculations, SQL cleaning, and R workflows · Present findings through charts, Tableau examples, and clear explanations | 18h 13m of video; practice time is additional |
| Free Advanced Data Analytics Course: Statistics and ML | Intermediate | Data science workflow · Data interpretation · Statistics | 21h 32m of video; practice time is additional |
| Excel Data Analysis: Free Course | Beginner | Excel data analysis · Data preparation · Pivot tables | 3h 38m of video; practice time is additional |
| Free Simplilearn Course: Web Analytics, KPIs and Digital Measurement | Beginner | Measurement Plans · Digital KPIs · Analytics Concepts | 4h 13m of video; practice time is additional |
Frequently asked questions
Is this Simplilearn course free?
Yes. The selected public YouTube videos can be watched for free. Any software, cloud service, hardware or separate certification mentioned in the videos has its own access conditions.
What should I know before starting?
Basic spreadsheet use and arithmetic are useful; allow time to repeat the demonstrations.
How long does the course take?
The selected videos total 698h 6m. Your study time can be longer because of notes, repeated examples and independent practice.
Does watching the videos give me a certificate?
No certificate is included with this WikiFree YouTube listing. Watching videos or marking them complete does not earn a Simplilearn qualification.
Can I study on my phone?
Yes. Use the responsive video player and lesson list on a phone, tablet or computer. Programming, software and hardware exercises may be easier on an appropriate computer or device.
Are all demonstrations current?
The playlist includes recordings made at different times. Software interfaces, services and exam requirements can change; check the current official documentation when reproducing a demonstration.
Source: Simplilearn’s official YouTube course playlist.
Provider: Simplilearn. Videos play from the Simplilearn channel on YouTube.
Report a correction
Questions & discussion
Share a useful question or correction. Comments appear after moderation. Please avoid personal or sensitive information.