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Repository files navigation

Tutorial material

Official Cheat Sheet

Practice Material

🌟 EDA on Titanic DataSet

EDA on Automobile DataSet

Maintaining Data Science Projects

ProjectStructure

Understanding Bias and Variance Trade off

🌟 Bias Vs Variance

UnderFit Vs OverFit

Central limit theorem

Central limit theorem

Distance Metrics

🌟 Distance Metrics

Metrics to Evaluate Classifiers

🌟 Precision&Recall

Cook's Distance

Cook's Distance

Statistical course

👍 StanfordCourse

Introductory Text Book on Statistics

📖 Statistic Priciples & Methods

Project I -- LinearRegression

House Prices

Project II -- Classification

Titanic

🌟 Fraud Detection

Using files in google colab

To access files in google drive

from google.colab import drive
drive.mount('/gdrive')
%cd /gdrive

To upload files to google colab

from google.colab import files

uploaded = files.upload()

for fn in uploaded.keys():
  print('User uploaded file "{name}" with length {length} bytes'.format(
      name=fn, length=len(uploaded[fn])))

Or Other way is use the Files tab shown below to upload the files

Demo

👍 Digit Recognition App

👍 TensorFlow Playground

👍 Dash SVM

👍 Movie Recommendation tool