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.
More from LunarTech Academy:
⭐️ 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
--
Learn to code for free and get a developer job:
Read hundreds of articles on programming:
1 view
739
250
2 months ago 00:10:20 1
Кодинг стал ИЗИ после этого открытия! Вот как я это сделал!
2 months ago 00:05:03 1
Online Movie Ticket Booking System in Python with Source Code - CodeAstro
2 months ago 00:00:20 1
this is when you should appreciate abstraction in coding#coding #programming #javascript #python
2 months ago 05:27:42 1
Python — полный курс для начинающих. Этот навык изменит твою жизнь.
2 months ago 04:34:44 1
Java с нуля - Полный Курс Java Для Начинающих [4,5 ЧАСА]
2 months ago 00:01:00 1
MOTIVATIONAL : Best VLSI Training in INDIA | 100%Job Assistance | Job Oriented Advanced VLSI Courses
2 months ago 00:02:44 1
How Florida biologists discovered a Burmese python swallowing a fully-grown deer
2 months ago 00:03:48 1
🎵 Helldivers 2: God Complex 🎵
2 months ago 01:21:46 1
Тестировщик с нуля до senior QA инженер - Роман Цакунов @rvtsakunov
2 months ago 00:07:13 1
Python SQLite #1: что такое СУБД и реляционные БД
2 months ago 00:04:01 1
VALHALLA CALLING by Miracle Of Sound ft. Peyton Parrish - OFFICIAL VIDEO
2 months ago 00:02:12 1
The Beatles - Eleanor Rigby (From “Yellow Submarine“)
2 months ago 00:00:17 1
Design vs user experience #coding #programming #javascript #python