Tomistong/PYTHON-CRASH-COURSE

IIT ROPAR - Diginique Techlabs --> Data Science Machine Learning and AI using Python

PYTHON CRASH COURSE

IIT ROPAR - Diginique Techlabs

Data Science Machine Learning and AI using Python

• Internship Training

• Internship Completion

• Project Completion Letter

• Bangalore House Price Prediction - Project

• Letter of Recommendation

• LinkedIn Posts - Internship Completion Letter | Letter of Recommendation | Project Completion Letter

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Notebooks

Dataset | Notes

• Day 1 | Variables, Data Types

• Day 2 | Containers, Dictionary, Manipulation

• Day 3 | Keywords, Operators, Control Flow Statement, Loops

• Day 4 | List Comprehensions, Functions, Object Oriented Programming, Inheritance

• Day 5 | Exceptions, Numpy, Array, Sampling, Broadcasting

• Day 6 | Pandas, Data Structures

• Day 7 | Movie Recomender System

• Day 8 | Linear Regression

• Day 9 | Logistic Regression, Decision Tree

• Day 10 | Random Forest, Support Vector Machines (SVM)

• Day 11 | Naive Bayes Classifier, KMeans Clustering

• Day 12 | Google stock price prediction - RNN

Project

Banglore House Price Prediction | Web App