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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 Full Course 2025
00:04:00 - What is Python
00:16:26 - Machine Learning Roadmap in 2025
00:31:32 - Python Programming Basics
00:38:02 - how to Install Python
07:30:02 - First python program
08:09:00 - Pandas for Data Analysis
08:09:26 - Rest API Python Tutorial
09:01:45 - EDA Using Python
09:03:03 - Web Scraping Project in Python
09:05:18 - Langchain
09:41:56 - Top 5 Python Projects
10:29:36 - Python Interview Questions
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➡️ About Data Science Course in collaboration with IBM
This Data Science course in collaboration with IBM propels your career to become a data scientist. Gain expertise in in-demand skills like Python, SQL, Excel, Machine Learning, Tableau, generative AI, and more. Dive deep into data interpretation nuances, master Machine Learning, and enhance programming skills to elevate your Data Science career.
Key Features
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✅ Masterclasses from IBM experts
✅ Dedicated live sessions by faculty of industry experts
✅ Industry-recognized Data Scientist Master’s certificate from Simplilearn
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✅ Ask-Me-Anything (AMA) sessions with IBM leadership
✅ Capstone from 3 domains and 25+ projects
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✅ Program crafted to initiate your journey as a Data Scientist
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Skills Covered
✅ Generative AI
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✅ Exploratory Data Analysis
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✅ Large Language Models
✅ Model Building and Finetuning
✅ Ensemble Learning
✅ Data Visualization
✅ Database Management
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