🏙   Certificated Projects

📑   Machine Learning Engineer Nanodegree

🌐 Github Repository   🌐 Built with Udacity   🌐 Certificate

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

Practice Projects

PP0 Naive Bayes Tutorial

PP1 Neural Networks Mini Projects

PP2 Predicting Student Admissions

PP3 Analyzing IMDB Data in Keras

PP4: Part 1   Part 2   Part 3   Part 5   Part 6

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

📑   Data Analyst Nanodegree

🌐 Github Repository   🌐 Built with Udacity   🌐 Certificate

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

🏙   Online Training Courses & Exercises

📑   Kaggle Practice 🌐 Code

🏙   My Own Experimental Projects

📑   Deep Learning Practice

🌐   Github Repository

P0: Image Classification

Web 🌐 Project   🌐 Solutions

Colab 📖 flower_classification.ipynb

P1: Neural Networks for Regression

Web 🌐 Project   🌐 Solutions

Colab 📖 boston_regression

P2: Multi-Label Classification

Web 🌐 Project   🌐 Solutions   🌐 Solutions 2   🌐 Addition

Colab 📖 letter_recognition.ipynb   📖 letter_generator.ipynb

P3: Parts of Speech

=> Under Reconstruction Process

P4: Style Recognition

Web 🌐 Project   🌐 Solutions

Colab 📖 style_recognition.ipynb

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