rupeshvins / data-science-udacity

This is a repository with codes that I used in courses of Data Science in Udacity.

Courses Data Science - Udacity

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

Intro to Data Analysis

• Data Analysis Process
• NumPy and Pandas for 1D Data
• NumPy and Pandas for 2D Data
• Final Project: Investigate a Dataset

Intro to Data Science

• 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

Deep Learning

• 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