Python for Data Science Course – Hands-on Projects with EDA, AB Testing & Business Intelligence

This comprehensive Python data science course covers the essential through theory, demos, and real-world applications. With two detailed projects, this course is designed to provide practical experience that will prepare you for real world data science. You will gain hands-on knowledge in data analytics, AB testing, and business intelligence.

Tatev and Vahe from LunarTech developed this course.

⭐️ Contents ⭐️
(0:00:00) Introduction
(0:08:00) Part 1: Python for Data Science and Analytics
(0:24:10) Part 1: Data Exploration and Preprocessing
(0:38:32) Part 1: Filtering, Sorting, Grouping
(0:59:26) Part 1: Descriptive Statistics
(1:15:37) Part 1: Merging & Joins
(1:37:02) Part 1: Data Visualization in Python
(1:59:55) Part 2: AB Test Crash Course - Theory
(2:36:45) Part 3 Project 1 - Data Analytics and Data Science Project
(2:39:35) Experimental vs. Control Set up
(2:50:47) Data Analytics in A/B Testing
(3:13:56) Parameters for A/B Testing
(3:21:39) Analyzing A/B Test Data
(3:42:12) Statistical Outputs Explained
(3:59:43) Concluding A/B Test Results and Case Study
(4:08:27) Part 3 Project 2 - Superstore Data Analytics Project
(4:13:57) Superstore Customer Segmentation
(4:15:07) Revenue by Customer Segment
(4:20:27) Customers Sales Insights
(4:28:36) Exploring Customer Loyalty at Superstores
(4:42:19) Superstore Shipping Strategies
(4:46:40) Geographic Market Analysis
(4:53:28) Product Performance Insights
(5:03:35) Comprehensive Sales Analysis
(5:06:18) Tracking Sales Trends
(5:22:02) Visualizing Sales by State

🎉 Thanks to our Champion and Sponsor supporters:
👾 davthecoder
👾 jedi-or-sith
👾 南宮千影
👾 Agustín Kussrow
👾 Nattira Maneerat
👾 Heather Wcislo
👾 Serhiy Kalinets
👾 Justin Hual
👾 Otis Morgan
👾 Oscar Rahnama

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[LunarTech_ai]

Thanks for another great collaboration Beau, and @freeCodeCamp ! - Tatev and Vahe from LunarTech

[ladyashephd]

Im in !! Greatly appreciate your help !

[artaxerxes]

Do upload a course on advanced docker concepts, would really appreciate it.

[starrybell]

It would be amazing if you could do a video on Stata, I need to use it for college but the workshop offered on the subject is lacking at best... But truly, this channel is such a huge blessing for me T-T really, can't thank you enough for your help to thousands of people, I wish y'all the best in life

[sooraj]

This is what i am actually talking about, thank a lot for this great effort

[lenkaleskova]

It makes no sense without option to download csv file.

[immanuelsuleiman]

There goes the next 5 hours of my life

[sooraj]

Next time can come up with, Data Science course 2024 with all the tools and techniques, that professionals used in real world scenario. PLEASE 🙏🏻

[mint]

I wish you would have used bright fonts for the python training part. It's very difficult to see what you are typing.

[DosDruk]

Awesome! Thanks a lot! Is it enough to start work or get an internship with the knowledge from this course??

[coffandprograming]

estaría genial ver como con fastapi llegan a automatizar algunos procesos aplicando lo que se muestre en clase

[silvery]

Can you make a detailed video on Python for ML and AI.

[afrocapitalistchannel]

Hi, guys, can you please include the files used for this course?

[edesiojnr]

Thanks for or this course. Regards from Brazil.❤

[siddu]

Can anyone help me with the CSV files and raw data that they are using I searched the git hub link was unable to find any CSV file.

[AK-nova]

Congratulations 🎊 for 9.55m subscribers

[Cleverpool]

At 4:03:10 While calculating practical significance you’ve used CI_95 (hard coded to 0.04, 0.06) instead of CI (0.399, 0.426). Correct me if I’m wrong, but that seems like an error because the results will be opposite. Thanks for explaining the thorough lesson though :).

[deeper_soundfy]

Excelente. Ya terminé el curso. Buen contenido.

[yutakan.]

Can I ask to put URL to download csv data file?

[jahnavi.youtube]

If we get a certificate for this it would be soo good ❤