Data science is a multidisciplinary field. It encompasses a broad range of subjects.
Concept of data science, installation of all necessary modules
Object oriented programming, class and object
Inroduction to: pandas, data frames
Introduction to Matplotlib
Line plot, bar plot, scatter plot, stack plot, pie plot, box plot
Central tendency & measure of spread
Basics of probability
Covariance and correlation
Skewness and kurtosis
Multiple regression and predictive analysis
Ai vs ml vs dl
Data reduction (pca)
What are tensors and tensorflow basic operations
Keras basic operations
Basic nlp tasks with nltk
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