Learn Exploratory Data Analysis (EDA) from Scratch | EDA in 5 hours | Satyajit Pattnaik
Become a Data Analyst now!! Explore: https://www.udemy.com/course/data-analytics-masters-basics-to-advanced/ Are you ready to unleash the power of data ana...
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Become a Data Analyst now!!
Explore: https://www.udemy.com/course/data-analytics-masters-basics-to-advanced/
Are you ready to unleash the power of data analysis and gain valuable insights in just 5 hours? Look no further! In this comprehensive video course, we'll guide you through the fundamentals of Exploratory Data Analysis (EDA) from scratch, helping you unlock the potential of your data like never before.
๐ Dive into the world of EDA: You'll learn how to navigate and understand your data, identify patterns, and reveal hidden trends. From data visualization techniques to statistical analysis, this course covers it all!
๐ Gain practical knowledge: Our hands-on approach ensures that you not only grasp the theoretical concepts but also apply them to real-world scenarios. Through interactive exercises and examples, you'll develop the skills to clean, preprocess, and analyze data with confidence.
๐ Uncover valuable insights: EDA is all about uncovering the story behind the data. We'll teach you how to ask the right questions, interpret your findings, and communicate your insights effectively. Whether you're a beginner or an experienced professional, this course will take your data analysis skills to the next level.
๐๐ข๐ฆ๐๐๐ข๐ง๐:
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2:35 Agenda
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5:20 DA/DS Process
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11:58 What is EDA?
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15:16 What is Visualization?
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20:17 Steps in EDA
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20:20 Data Sourcing
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24:50 Data Cleaning
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47:23 Feature Scaling
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1:19:25 Outlier Treatment
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1:42:42 Invalid Data
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1:47:43 Types of Data
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1:50:36 Types of Analysis
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1:51:00 Univariate Analysis
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2:02:26 Bivariate Analysis
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2:07:47 Multivariate Analysis
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2:43:38 Derived Metrics
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2:48:19 Feature Binning
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3:06:03 Feature Encoding
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3:37:41 Case Study
๐ด Code: https://github.com/pik1989/EDA โค๏ธโค๏ธ
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Hello Friends , I am Satyajit Pattnaik, In my channel you will find every information about Data Science & Analytics which will help you become an expert Data Scientist or a Data Analyst along with which you would enjoy a loads of interesting and useful projects.
More & more great stuffs coming soon, keep supporting & learning ๐
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