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Data Science With Python | Python for Data Science | Python Data Science Tutorial | Simplilearn

24 ืฆืคื™ื•ืชยท 03/11/26
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This Data Science with Python Tutorial will help you understand what is Data Science, basics of Python for data analysis, why learn Python, how to install Python, Python libraries for data analysis, exploratory analysis using Pandas, introduction to series and dataframe, loan prediction problem, data wrangling using Pandas, building a predictive model using Scikit-Learn and implementing logistic regression model using Python. The aim of this video is to provide a comprehensive knowledge to beginners who are new to Python for data analysis. This video provides a comprehensive overview of basic concepts that you need to learn to use Python for data analysis. Now, let us understand how Python is used in Data Science for data analysis.


This Data Science with Python tutorial will cover the following topics:
00:01:25 What is Data Science?
00:02:30 Why learn Python?
00:04:54 How to install Python?
00:06:48 Python libraries for data analysis
00:09:34 Exploratory analysis using SciPy
00:10:04 Exploratory analysis using NumPy
00:10:36 Exploratory analysis using Pandas
00:21:32 Data Wrangling Using Pands
00:30:22 Data Modelling with SciKiLearn
Introduction to series and dataframe
00:47:33 Loan prediction problem

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Download the Data Science career guide to explore and step into the exciting world of data, and follow the path towards your dream career: https://bit.ly/2S363Wx

You can also go through the slides here: https://goo.gl/ifQRpS

Read the full article here: https://www.simplilearn.com/career-in-data-science-ultimate-guide-article?utm_campaign=What-is-Data-Science-bTTxei-S1WI&utm_medium=Tutorials&utm_source=youtube

Watch more videos on Data Science: https://www.youtube.com/watch?v=0gf5iLTbiQM&list=PLEiEAq2VkUUIEQ7ENKU5Gv0HpRDtOphC6

#DataScienceWithPython #DataScienceWithR #DataScienceCourse #DataScience #DataScientist #BusinessAnalytics #MachineLearning

โžก๏ธ 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
โœ… Simplilearn's JobAssist helps you get noticed by top hiring companies
โœ… Masterclasses from IBM experts
โœ… Dedicated live sessions by faculty of industry experts
โœ… Industry-recognized Data Scientist Masterโ€™s certificate from Simplilearn
โœ… Industry-recognized IBM certifications for IBM courses
โœ… Ask-Me-Anything (AMA) sessions with IBM leadership
โœ… Capstone from 3 domains and 25+ projects
โœ… Exclusive hackathons conducted by IBM
โœ… Lifetime access to self-paced learning content
โœ… Program crafted to initiate your journey as a Data Scientist
โœ… Integrated labs for hands-on learning experience

Skills Covered
โœ… Generative AI
โœ… Prompt Engineering
โœ… ChatGPT
โœ… Exploratory Data Analysis
โœ… Descriptive Statistics
โœ… Inferential Statistics
โœ… Explainable AI
โœ… Conversational AI
โœ… Large Language Models
โœ… Model Building and Finetuning
โœ… Ensemble Learning
โœ… Data Visualization
โœ… Database Management

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