Learn Generative AI | Machine Learning | Deep learning | Artificial Intelligence - Material, Books, Videos, Exercises
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Learn Generative AI | Machine Learning | Deep learning | Artificial Intelligence - Material, Books, Videos, Exercises
1.36K subscribers
Learn Generative AI | Machine Learning | Deep learning | Artificial Intelligence - Material, Books, Videos, Exercises
Decodr Feature Engineering- 3.pdf
4.1 MB
Decodr Feature Engineering- 4.pdf
5.9 MB
Decodr Feature Engineering- 1.pdf
4 MB
Decodr Feature Engineering- 2.pdf
4.7 MB
Curriculum.docx
25.6 KB
322 viewsKulin Patel, 
Learn Generative AI | Machine Learning | Deep learning | Artificial Intelligence - Material, Books, Videos, Exercises
PART 1. Creating Features
————————
#MODULE9 #FeatureEngineering
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1. Creating Features
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2. Getting to know your data
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Learn Generative AI | Machine Learning | Deep learning | Artificial Intelligence - Material, Books, Videos, Exercises
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3. Selecting specific data types
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Learn Generative AI | Machine Learning | Deep learning | Artificial Intelligence - Material, Books, Videos, Exercises
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4. Dealing with categorical features
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5. One-hot encoding and dummy variables
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6. Dealing with uncommon categories
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7. Numeric variables
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8. Binarizing columns
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9. Binning values
308 viewsKulin Patel, edited  
Learn Generative AI | Machine Learning | Deep learning | Artificial Intelligence - Material, Books, Videos, Exercises
Learn Generative AI | Machine Learning | Deep learning | Artificial Intelligence - Material, Books, Videos, Exercises pinned «———————————————— —— —— #MODULE8 ———— ———————————————— 👇Inferential Statistics with Python👇»
Learn Generative AI | Machine Learning | Deep learning | Artificial Intelligence - Material, Books, Videos, Exercises
Learn Generative AI | Machine Learning | Deep learning | Artificial Intelligence - Material, Books, Videos, Exercises pinned «———————————————— —— —— #MODULE9 ———— ———————————————— 👇Feature Engineering👇»
Learn Generative AI | Machine Learning | Deep learning | Artificial Intelligence - Material, Books, Videos, Exercises
Learn Generative AI | Machine Learning | Deep learning | Artificial Intelligence - Material, Books, Videos, Exercises pinned «PART 1. Creating Features ———————— #MODULE9 #FeatureEngineering»
Learn Generative AI | Machine Learning | Deep learning | Artificial Intelligence - Material, Books, Videos, Exercises
PART 2. Dealing with Messy Data
————————
#MODULE9 #FeatureEngineering
316 viewsKulin Patel, 
Learn Generative AI | Machine Learning | Deep learning | Artificial Intelligence - Material, Books, Videos, Exercises
Learn Generative AI | Machine Learning | Deep learning | Artificial Intelligence - Material, Books, Videos, Exercises pinned «PART 2. Dealing with Messy Data ———————— #MODULE9 #FeatureEngineering»
Learn Generative AI | Machine Learning | Deep learning | Artificial Intelligence - Material, Books, Videos, Exercises
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1. Why do missing values exist
317 viewsKulin Patel,