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This video on Python for Data Analytics Full Course by simplilearn offers a detailed roadmap for mastering Python and its application in data analytics. It begins with an overview of data analytics, the data analyst roadmap, and an introduction to Python, covering programming basics, installation, and writing your first Python program. Foundational concepts such as variables, expressions, type conversion, and data structures like strings, lists, tuples, and dictionaries are explored in-depth, alongside arithmetic operations, math functions, and conditional statements. Advanced topics include loops, file handling, and object-oriented programming with concepts like polymorphism and list comprehension. The course delves into data analysis with libraries like Pandas and includes hands-on projects like exploratory data analysis (EDA) using Python, web scraping, and running Llama privately. Practical applications culminate in top Python projects to enhance your portfolio, making this a comprehensive guide for aspiring data analysts.
The Python For Data Analytics Full Course video covers the following topics.
00:00:00 Introduction to Python for data analytics Full Course
00:01:24 What is Data Analytics
00:09:42 Data Analyst Roadmap
00:13:14 What is Python
00:28:20 Python Programming Basics
00:34:50 Installation of Python
00:43:44 First Python Program
00:58:38 Variables and Expressions in Python
01:08:07 Objects in Python
01:12:43 Type conversion in Python
01:21:48 Strings in Python
01:36:26 Escape sequence in Python
01:39:51 Lists in Python
01:54:00 Tuples in python
01:59:29 Dictionaries in Python
02:16:40 Arithmetic operations in Python
02:28:10 Math Function in Python
02:52:25 Conditional Statements in Python
03:06:40 While Loop in Python
03:21:32 Python while loop project
03:34:32 For Loop in Python
03:47:30 If statements in Python
03:53:42 File Handling in Python
04:05:58 Object-oriented programming concepts
04:39:50 Polymorphism in Python
05:52:39 List Comprehension in Python
06:31:37 Pandas for Data Analysis
06:40:49 Run Lllama Privately
07:14:52 EDA Using Python
07:16:10 Web Scraping Project in Python
09:06:48 Data Analysis with Python
09:20:07 Top 5 Python Projects
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✅ About Post Graduate Program in Data Analytics:
This Data Analytics Course is ideal for all working professionals and prior programming knowledge is not required. It covers topics like data analysis, data visualization, regression techniques, and supervised learning in-depth via our applied learning model with live sessions by leading practitioners and industry projects.
Key Features
✅ Post Graduate Program certificate and Alumni Association membership
✅ Exclusive hackathons and Ask me Anything sessions by IBM
✅ Live sessions on the latest AI trends, such as generative AI, prompt engineering, explainable AI, and more
✅ Capstone from 3 domains and 14+ Data Analytics Projects with Industry datasets from Google PlayStore, Lyft, World Bank etc.
✅ Master Classes delivered by Purdue faculty and IBM experts
✅ Simplilearn's JobAssist helps you get noticed by top hiring companies
✅ Build your Resume and highlight your profile to recruiters with the spotlight on IIM jobs
Skills Covered
✅ Data Analytics
✅ Statistical Analysis using Excel
✅ Data Analysis Python and R
✅ Data Visualization Tableau and Power BI
✅ Linear and logistic regression modules
✅ Clustering using kmeans
✅ Supervised Learning
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