This is a repository with codes that I used in courses of Data Science in Udacity.
There are three courses in progress in this repository
| Name | Status |
|---|---|
| Intro to Data Analysis | Completed |
| Intro to Data Science | In progress |
| Deep Learning | In progress |
- Data Analysis Process
- NumPy and Pandas for 1D Data
- NumPy and Pandas for 2D Data
- Final Project: Investigate a Dataset
- Introduction
- Problem Set 1: Titanic Survivor Data
- Data Wrangling
- Problem Set 2: Wrangling Subway Data
- Data Analysis
- Problem Set 3: Analyzing Subway Data
- Data Visualization
- Problem Set 4: Visualizing Subway Data
- MapReduce
- Problem Set 5: MapReduce on Subway Data
- Project Prep
- From Machine Learning to Deep Learning
- Assignment: notMNIST
- Deep Neural Networks
- Convolutional Neural Networks
- Deep Models for Text and Sequences
- Software and Tools
- Build a Live Camera App