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17 repositories

week-2-Intro-to-Statistics-Analysis
Public
Intro to Statistics Analysis: T-test, Chi Square Test and Lineaer Regression
Jupyter Notebook
•1•0•0•0•Updated Jan 8, 2022Jan 8, 2022
week-5-Intro-to-Machine-Learning-for-Classification-2-Neural-Network-and-Naive-Bayes
Public
Simple neural network and Naive Bayes
Jupyter Notebook
•1•0•0•0•Updated Oct 28, 2018Oct 28, 2018
week-4-Intro-to-Machine-Learning-1-for-Classification-Logistic-Regression-and-SVM
Public
Intro to Machine Learning for Classification: Logistic Regression and SVM
Jupyter Notebook
•1•0•0•0•Updated Oct 28, 2018Oct 28, 2018
Syllabus
Public
Class plan, teaching objects, assignment, date, classroom, office hour and more
0•2•0•0•Updated Oct 22, 2018Oct 22, 2018
week-3-Multivariate-Analysis-and-Data-Visualization-with-Matplotlib-and-Seaborn
Public
Multivariate Analysis (Correlation, PCA) and Data Visualization with Matplotlib and Seaborn
Jupyter Notebook
•1•0•0•0•Updated Oct 9, 2018Oct 9, 2018
week-6-Intro-to-deep-learning-tensorflow-and-Keras
Public
Intro to deep learning: tensorflow & Keras
1•1•0•0•Updated Oct 8, 2018Oct 8, 2018
EnergyStorage
Public
Battery Source Study
0•0•0•0•Updated Sep 30, 2018Sep 30, 2018
LearningAnalyticsProject_Zhou
Public
0•0•0•0•Updated Sep 30, 2018Sep 30, 2018
Forecasting-in-Medical-Decision-Making
Public
0•0•0•0•Updated Sep 30, 2018Sep 30, 2018
Project_zheng
Public
1•0•0•0•Updated Sep 30, 2018Sep 30, 2018
week-1-Data-Structure-and-Data-Exploration
Public
Introduction to Python and Data Exploration
Jupyter Notebook
•2•0•0•0•Updated Sep 24, 2018Sep 24, 2018
week-10-Intro-to-natural-language-processing
Public
Intro to natural language processing with python package: nltk
0•0•0•0•Updated Sep 20, 2018Sep 20, 2018
week-9-Intro-to-machine-learning
Public
Intro to machine learning with python package: sklearn
0•0•0•0•Updated Sep 18, 2018Sep 18, 2018
week-7-student-research-proposal-hearing
Public
research proposal hearing
0•0•0•0•Updated Sep 12, 2018Sep 12, 2018
week-12-Student-project-presentation
Public
Show me what you have learned in my class
0•0•0•0•Updated Sep 11, 2018Sep 11, 2018
week-11-Intro-to-deep-learning
Public
Intro to deep learning with python package: tensorflow & Keras
0•0•0•0•Updated Sep 11, 2018Sep 11, 2018
week-8-Data-Visualization
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Data Visualization with Matplotlib, Seaborn and Flask
0•0•0•0•Updated Sep 11, 2018Sep 11, 2018

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ColumbiaPython

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All

17 repositories

week-2-Intro-to-Statistics-Analysis

week-5-Intro-to-Machine-Learning-for-Classification-2-Neural-Network-and-Naive-Bayes

week-4-Intro-to-Machine-Learning-1-for-Classification-Logistic-Regression-and-SVM

Syllabus

week-3-Multivariate-Analysis-and-Data-Visualization-with-Matplotlib-and-Seaborn

week-6-Intro-to-deep-learning-tensorflow-and-Keras

EnergyStorage

LearningAnalyticsProject_Zhou

Forecasting-in-Medical-Decision-Making

Project_zheng

week-1-Data-Structure-and-Data-Exploration

week-10-Intro-to-natural-language-processing

week-9-Intro-to-machine-learning

week-7-student-research-proposal-hearing

week-12-Student-project-presentation

week-11-Intro-to-deep-learning

week-8-Data-Visualization

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Repositories list

17 repositories