Program Projects
P0: Titanic Survival Exploration
P1: Predicting Boston Housing Prices
P2: Finding Donors for CharityML
P3: Creating Customer Segments
P4: Train a Smartcab to Drive
Version 0
Version 1
P5: Build a Digit Recognition Program
Step 1
Step 2
Step 3
P6: Capstone Project
Version 0
Version 1
Proposal
Report
P7: Building a Student Intervention System
P8: Analyzing the NYC Subway Dataset
P9: Image Classification
Version 0
Version 3
P10: Write an Algorithm for a Dog Identification App
Interactive Reports with SageMathCell => Under Reconstruction Process
P0: Titanic Survival Exploration
P1: Predicting Boston Housing Prices
P2: Finding Donors for CharityML
P3: Creating Customer Segments
P6: Capstone Project
P7: Building a Student Intervention System
P8: Analyzing the NYC Subway Dataset
Program Projects
P0: Chopsticks!
P1: The Stroop Effect
P2: Titanic
P3: Extraction MongoDB
P3: MongoDB
P3: Postcodes
P3: Additional SQL
P3: Additional R SQL MongoDB
P3: Additional Moscow Region
P4: Explore and Summarize Data
P5: Identify Fraud from Enron Email. Extraction
P5: Identify Fraud from Enron Email
P5: Identify Fraud from Enron Email. Response Questions/h4>
P6: Make Effective Data Visualization. Review
P6: Make Effective Data Visualization
P7: Design an A/B Test
P7: Design an A/B Test. Extraction
P2: Multi-Label Classification
Web
🌐 Project
🌐 Solutions
🌐 Solutions 2
🌐 Addition
Colab
📖 letter_recognition.ipynb
📖 letter_generator.ipynb
P3: Parts of Speech
=> Under Reconstruction Process
P5: Decor Recognition & Colorization
Web
🌐 Solutions. Part 1
🌐 Solutions. Part 2
🌐 Addition
🌐 Addition 2
Colab
📖 decor_classification.ipynb
📖 style_transfer.ipynb
📖 style_transfer_2.ipynb