Data Science using Python → Statistical Data Types - Devarty

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Data Science using Python

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- Tuples, Sets, Dictionary object basics, Dictionary, Object methods, Dictionary view objects
- Functions basics, Iterators
- Decision Tree Introduction
- Decision Tree Hands-on
- Random Forest Introduction
- Random Forest Hands-on
- K-means
- Case Study on the Teen marketing segmentation and targeting the customers
- Sentiment Analysis (TF-IDF, Term Document Matrix)
- Case study on the Spam Filter
- Image processing
- Quizzes and Projects

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Important Packages for Exploratory Analysis (NumPy Arrays, Matplotlib, seaborn, Pandas and SciPy. stats etc)

Important Packages for Exploratory Analysis (NumPy Arrays, Matplotlib, seaborn, Pandas and SciPy. stats etc)

Measure of Central tendency, Dispersion and Association

Measure of Central tendency, Dispersion and Association

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