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[Udemy] Python for data science and machine learning bootcamp ([Data…
[Udemy] Python for data science and machine learning bootcamp
[Data analysis]Numpy
Numpy array
[Data analysis]Pandas
Series
Dataframes
Index, multilevel index
Missing data
Groupby
Merging and joining
Operations
Data Input&Output
[Data visualization]Matplotlib
Basics
[Data visualization] Seaborn
Distribution plots
[Data visualization] Plotly&Cufflinks
[Data visualization]Graphic plotting
Machine learning
Regression
Linear regression
K nearest Neighbors
Decision trees and Random Forests
SVM
K means clustering
PCA
Recommender system
NLP
Big Data & Spark
Deep learning
Tensorflow
Basics: Tensor flow objects
Estimator