Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

Awesome Lists | Featured Topics | Projects

https://github.com/mohamed3nan/udacity

Udacity Data Analysis Nanodegree Program
https://github.com/mohamed3nan/udacity

data-analysis data-visualization numpy pandas python

Last synced: 29 days ago
JSON representation

Udacity Data Analysis Nanodegree Program

Awesome Lists containing this project

README 

        
# Overview

Udacity Nanodegree Program, scholarship sponsored by Ministry of Communications and Information Technology of Egypt (MCIT).



## Introduction to Data Analysis

This program consists of:



Five weeks of Technical Training:

- Calculate summary statistics using spreadsheets.

- Create data visualizations using spreadsheets.

- Ask questions and answer them using data.

- Calculate key business metrics in financial analysis and interpret values.

- Forecast financial metrics using scenario analysis.



And two weeks of Digital Freelancing training:

- The essential tools and skills needed to start or expand your

career as an online freelancer by learning about the freelancing

marketplaces, creating a strong professional profile, and the best

practices to win your first job.



## Data Analysis Professional

This program consists of:



Six weeks of Technical Training:

### Introduction to Python Programming:

- Develop programs in Python

- Manipulate data using NumPy

- Load and process data using Pandas

### Introduction to Data Analysis:

- Use Anaconda to manage your programming environment

- Investigate a dataset using Python data analysis packages

- Perform the entire data analysis process on a dataset



### Data Wrangling:

- Gather data from multiple sources in a variety of formats

- Assess the quality and tidiness of data visually and programmatically

- Clean data using Python and Pandas



And two weeks of Career Enablement :

### Digital Freelancing Training: 

- The essential tools and skills needed to start or expand your

career as an online freelancer by learning about the freelancing

marketplaces, creating a strong professional profile, and the best

practices to win your first job.

### Agile Management Training: 

- The best practices to be a part of an Agile team and learn about the different Agile frameworks that can help build better tech products faster and more efficiently.



## Data Analysis Advanced

This program consists of:



Ten weeks of Technical Training:

### SQL for Data Analysis:

- Write SQL to query a single table

- Write SQL to query multiple tables

- Ask a question that requires data from multiple places, join the data together, and answer the question

### Practical Statistics:

- Apply inferential statistics and probability to real-world scenarios using Python

- create and analyze the results of hypothesis testing

- create and analyze A/B test results

- Build regression models in Python



### Data Visualization:

- Build visualizations using different design elements

- Use visualizations to explore your data

- Use visualizations to communicate your insights



And two weeks of Career Enablement :

### Digital Freelancing Training: 

- The essential tools and skills needed to start or expand your

career as an online freelancer by learning about the freelancing

marketplaces, creating a strong professional profile, and the best

practices to win your first job.

### Agile Management Training: 

- The best practices to be a part of an Agile team and learn about the different Agile frameworks that can help build better tech products faster and more efficiently.



### Career Readiness Services: 

- Get a customized Resume, LinkedlIn, or GitHub review by experts, to make sure your work is well presented to employers. Leverage access to a wide variety of services and support in order to help you land suitable opportunities.