Python for Data Science and Data Analytics Full Hands On Learning with Projects Full Course

Streamline your journey to becoming a data science expert with our FREE workbook for 'The Complete Data Science Roadmap [2024]'! We've simplified the key steps and concepts, so you can focus on mastering the essentials without the overwhelm.

Get your roadmap here: https://join.lunartech.ai/complete-da...

Unlock the power of Python for data analytics and data science in this comprehensive hands-on course, essential for anyone aspiring to excel in data-driven fields. Dive deep into exploratory data analysis (EDA), A/B testing, and customer insights to master practical techniques required in today's data-centric world.

🎁 Free Resources:
Six Figure Data Science eBook: https://downloads.tatevaslanyan.com/s...
How to Land Your Dream Data Science Internship: https://join.lunartech.ai/data-scienc...
Mastering Data Science and Analytics Handbook: https://join.lunartech.ai/comprehensi...
The Complete Data Science Roadmap [2024]: https://join.lunartech.ai/complete-da...
Machine Learning Fundamentals Handbook: https://join.lunartech.ai/machine-lea...

✍️ Course Files:
Python Tutorial (Data) - https://github.com/TatevKaren/Python-...
Python Tutorial Scripts - https://github.com/TatevKaren/Python-...
Project 1 (Data and Code) - A/B Testing Repo: https://bit.ly/3xaF3vS
Project 2 (Data and Code) - Business Intelligence Repo: https://bit.ly/4bQztxL


🚨 Launch Your Data Science Career with LunarTech.AI! 🚨

Try Free: https://bit.ly/lunartech-signup
30+ Courses here: https://academy.lunartech.ai/courses


🐍📊 Master Data Analytics and Data Science Techniques in 2024

This all-inclusive guide introduces Python programming concepts and techniques essential for executing real-world data projects.

Key Features:

📈 Hands-on Projects: Progress from foundational EDA to advanced A/B testing and customer segmentation.
🚀 Practical Focus: Understand how Python powers data analytics and visualization, driving insights for decision-making.
🔮 2024 Relevance: Stay ahead with a curriculum tailored to the latest trends and techniques in data science.

Ideal For:

💡 Aspiring data scientists and data analysts
💪 Anyone seeking to enhance their data analysis skills using Python

🖥️ Resources and Courses to get into Machine Learning

Fundamentals to Machine Learning Course: https://bit.ly/lunartech-signup
Fundamentals to Statistics Course: https://bit.ly/lunartech-signup
Python for Data Science Course: https://bit.ly/lunartech-signup
Introduction to NLP Course: https://bit.ly/lunartech-signup
Deep Learning Interview Prep Course (100 Q&A's Part 2): https://bit.ly/lunartech-signup

👤 Meet Your Instructor: Tatev Aslanyan
🌐 Powered by: https://lunartech.ai/

🔔 Connect with Us:

LunarTech on LinkedIn:   / lunartechai  
Tatev Aslanyan:   / tatev-karen-aslanyan  
Vahe Aslanyan:   / vahe-aslanyan  

[00:00:00] - Introduction
[00:07:37] - Part 1: Python for Data Science and Analytics
[00:23:47] - Part 1: Data Exploration and Preprocessing
[00:38:09] - Part 1: Filtering, Sorting, Grouping
[00:59:03] - Part 1: Descriptive Statistics
[01:15:14] - Part 1: Merging & Joins
[01:36:39] - Part 1: Data Visualization in Python
[01:59:32] - Part 2: AB Test Crash Course - Theory
[02:36:22] - Part 3 Project 1: Data Analytics and Data Science Project
[02:39:12] - Part 3 Project 1: Experimental vs. Control Set up
[02:50:24] - Part 3 Project 1: Data Analytics in A/B Testing
[03:13:33] - Part 3 Project 1: Parameters for A/B Testing
[03:21:16] - Part 3 Project 1: Analyzing A/B Test Data
[03:41:49] - Part 3 Project 1: Statistical Outputs Explained
[04:00:06] - Part 3 Project 1: Concluding A/B Test Results and Case Study
[04:08:50] - Part 3 Project 2: - Superstore Data Analytics Project
[04:14:20] - Part 3 Project 2: Superstore Customer Segmentation
[04:15:30] - Part 3 Project 2: Revenue by Customer Segment
[04:20:04] - Part 3 Project 2: Customers Sales Insights
[04:28:13] - Part 3 Project 2: Exploring Customer Loyalty at Superstores
[04:41:56] - Part 3 Project 2: Superstore Shipping Strategies
[04:46:17] - Part 3 Project 2: Geographic Market Analysis
[04:53:05] - Part 3 Project 2: Product Performance Insights
[05:03:12] - Part 3 Project 2: Comprehensive Sales Analysis
[05:05:55] - Part 3 Project 2: Tracking Sales Trends
[05:21:39] - Part 3 Project 2: Visualizing Sales by State

#PythonForDataScience #DataScience #ABTesting #DataAnalytics #PythonProgramming #DataVisualization #CustomerSegmentation #StatisticalAnalysis #SuperstoreAnalytics #SalesTrends