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-ana... 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. ๐Ÿ“Š 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! ๐Ÿ“ˆ 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. ๐Ÿ” 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. ๐“๐ข๐ฆ๐ž๐‹๐ข๐ง๐ž: โœ… 2:35 Agenda โœ… 5:20 DA/DS Process โœ… 11:58 What is EDA? โœ… 15:16 What is Visualization? โœ… 20:17 Steps in EDA โœ… 20:20 Data Sourcing โœ… 24:50 Data Cleaning โœ… 47:23 Feature Scaling โœ… 1:19:25 Outlier Treatment โœ… 1:42:42 Invalid Data โœ… 1:47:43 Types of Data โœ… 1:50:36 Types of Analysis โœ… 1:51:00 Univariate Analysis โœ… 2:02:26 Bivariate Analysis โœ… 2:07:47 Multivariate Analysis โœ… 2:43:38 Derived Metrics โœ… 2:48:19 Feature Binning โœ… 3:06:03 Feature Encoding โœ… 3:37:41 Case Study ๐Ÿ”ด Code: https://github.com/pik1989/EDA โค๏ธโค๏ธ Subscribe our YouTube Channel and press the bell icon to get regular updates๐Ÿ‘‡: https://bit.ly/3tt2eNY Join our Telegram Channel For Exclusive Data Science Resources๐Ÿ‘ : https://bit.ly/3FzObsk Check Out Our Other Helpful Videos:๐Ÿ˜ โžฎ Data Analyst vs Data Scientist vs Data Engineer - Roles || Responsibilities & Skills https://bit.ly/3qsg2pL โžฎLive Implementation of End To End Machine Learning Project With Deployment | Customer Churn https://bit.ly/3FqPQjF โžฎ Build your own Alexa in 30 minutes using Python | NLP | Data Science https://bit.ly/3FFBWdP โœ…โœ…โœ… Follow us on: โœŒ๏ธ ๐Ÿ‘ฅ FACEBOOK: https://bit.ly/3I89SB4 ๐Ÿ“ธ INSTAGRAM: https://bit.ly/3GLSvFn ๐Ÿ’ฌ LINKEDIN: https://bit.ly/3fmwmCa ๐Ÿ”ด TELEGRAM: https://bit.ly/3MjBODX ๐Ÿ”ด TELEGRAM Discussion Group: https://bit.ly/3mcusay 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 ๐ŸŽ“ THANKS FOR WATCHING ๐Ÿ˜Š Music by: https://www.bensound.com License code: OSLSCHN8ZUGZL0W2 satyajit pattnaik,data science,data analytics,machine learning,data analyst,artificial intelligence,Projects,Learn Exploratory Data Analysis (EDA) from Scratch,learn EDA,exploratory data analysis end to end,learn eda end to end,what is eda,how to learn eda from scratch,eda projects,eda satyajit,satyajit pattnaik data,satyajit data analysis,learn eda from scratch,feature binning,feature scaling,univariate analysis,bivariate analysis,outlier treatment

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