Data Preprocessing in Data Mining | Feature Engineering for Machine Learning Python
𝐓𝐰𝐢𝐭𝐭𝐞𝐫 𝐧𝐞𝐰 𝐮𝐬𝐞𝐫𝐧𝐚𝐦𝐞: / lakshit2808 Data Preprocessing in Data Mining | Feature Engineering Python | Code With Lakshit
About Me:-
Python Developer, Founder, CEO of Businotics, LuxZira, Run's a Youtube Channel Code With Lakshit. More than 3 years of experience with Python. Enthusiastic about AI, Data Science, Machine learning, Web Development(Django, React), Mobile Development(React Native), API Development (FastAPI). Believe in Collaboration rather than Competition because talent wins games, but teamwork and intelligence win championships. Always looking for new opportunities and willing to work. I aim for full immersion in as many fields and projects as possible. This is why I am into AI: it's the great denominator that will add to every field.
Query Solved:-
0:00 Introduction
00:57 What is Data Pre Processing
02:05 Best Python IDEs for Data Science
02:31 Required Libraries
03:11 Public Dataset and Importing Dataset
06:27 Dependent vs Independent Variable
08:33 Handling Missing Values in Python
13:32 Handling Categorical Data in Machine Learning
19:07 Mapping Data
21:59 Label Encoding - Binary
27:13 Train Test Split Sklearn
30:35 Feature Scaling in Machine Learning
React Me:
Github: https://github.com/lakshit2808
Linkedin: / lakshit2808
Instagram: / lakshitranaa
Twitter: / lakshit_28
#featureengineering #machinelearning #datascience
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