Contents
analysis
Data Analysis with Python • Sep 5, 2019
classification
Classifying Pet Breeds • Mar 2, 2021
Predicting Wine Quality • May 2, 2020
Finding the proper drug for a new patient using Decision Tree Classification • Dec 10, 2019
Customer Classification using K-Nearest Neighbors • Dec 2, 2019
clustering
Comparing Vehicles using Hierarchical Clustering • Feb 19, 2020
Understanding Hierarchical Clustering • Feb 15, 2020
cnn
Classifying Cats and Dogs using CNN and Transfer Learning • Sep 15, 2020
Multiclass Classifications using CNN and Tensorflow • Jul 5, 2020
computer vision
Classifying Pet Breeds • Mar 2, 2021
Classifying Cats and Dogs using CNN and Transfer Learning • Sep 15, 2020
Real Time Lane Detection using OpenCV • Aug 30, 2020
Multiclass Classifications using CNN and Tensorflow • Jul 5, 2020
Creating a Color Detector using OpenCV • Jun 16, 2020
decision trees
Finding the proper drug for a new patient using Decision Tree Classification • Dec 10, 2019
fastai
AI-generated Movie Reviews • Aug 8, 2021
Classifying movie reviews using Sentiment Analysis and ULMFit • Jul 15, 2021
Predicting the sale price of bulldozers sold at auctions • Jun 6, 2021
Classifying Pet Breeds • Mar 2, 2021
folium
Visualizing Immigration to Canada using a Choropleth Map • Oct 2, 2019
Exploring India using Folium • Sep 17, 2019
k-means clustering
Where should you live in London? • May 5, 2020
Segmenting and Clustering Neighborhoods in Toronto • Mar 1, 2020
Segmenting and Clustering Neighborhoods in New York City • Jan 26, 2020
k-means for Customer Segmentation • Jan 19, 2020
Understanding k-means clustering • Dec 26, 2019
k-nearest-neighbors
Customer Classification using K-Nearest Neighbors • Dec 2, 2019
modeling
Using SVM to detect Cancerous Cells • Mar 7, 2020
Understanding Logistic Regression using Customer Churn • Feb 6, 2020
Customer Classification using K-Nearest Neighbors • Dec 2, 2019
Fuel Consumption and Emission Ratings of all Cars in Canada with model year 2019 • Nov 5, 2019
Analyzing China's GDP growth • Oct 31, 2019
Data Analysis with Python • Sep 5, 2019
nlp
AI-generated Movie Reviews • Aug 8, 2021
Classifying movie reviews using Sentiment Analysis and ULMFit • Jul 15, 2021
Predicting text for a Harry Potter book • Oct 20, 2020
numpy
Vectors & Matrices • Dec 18, 2021
opencv
Real Time Lane Detection using OpenCV • Aug 30, 2020
Creating a Color Detector using OpenCV • Jun 16, 2020
pandas
Pandas Tutorial • Nov 14, 2021
postgresql
PostgreSQL Tutorial • Oct 10, 2021
python
Python Basics - Part 3 • Jan 30, 2021
Python Basics - Part 2 • Jan 4, 2021
Python Basics - Part 1 • Dec 19, 2020
pytorch
AI-generated Movie Reviews • Aug 8, 2021
Classifying movie reviews using Sentiment Analysis and ULMFit • Jul 15, 2021
Predicting the sale price of bulldozers sold at auctions • Jun 6, 2021
Classifying Pet Breeds • Mar 2, 2021
recommender sytems
Recommending Movies to a User • Mar 15, 2020
regression
Predicting the sale price of bulldozers sold at auctions • Jun 6, 2021
Understanding Logistic Regression using Customer Churn • Feb 6, 2020
Fuel Consumption and Emission Ratings of all Cars in Canada with model year 2019 • Nov 5, 2019
Analyzing China's GDP growth • Oct 31, 2019
segmentation
Where should you live in London? • May 5, 2020
Segmenting and Clustering Neighborhoods in Toronto • Mar 1, 2020
Segmenting and Clustering Neighborhoods in New York City • Jan 26, 2020
k-means for Customer Segmentation • Jan 19, 2020
sql
PostgreSQL Tutorial • Oct 10, 2021
svm
Using SVM to detect Cancerous Cells • Mar 7, 2020
tabular
Predicting the sale price of bulldozers sold at auctions • Jun 6, 2021
tensorflow
Predicting text for a Harry Potter book • Oct 20, 2020
Classifying Cats and Dogs using CNN and Transfer Learning • Sep 15, 2020
Multiclass Classifications using CNN and Tensorflow • Jul 5, 2020
transfer learning
Classifying Cats and Dogs using CNN and Transfer Learning • Sep 15, 2020
visualization
Studying crime in San Francisco using Maps • Jan 30, 2020
Visualizing Immigration to Canada using a Choropleth Map • Oct 2, 2019
Exploring India using Folium • Sep 17, 2019
web scraping
Where should you live in London? • May 5, 2020
Segmenting and Clustering Neighborhoods in Toronto • Mar 1, 2020