Giter Club home page Giter Club logo

udacity-data-analyst's Introduction

Udacity Nanodegree Program: Data Analyst

Data Analysis with Python and SQL

certificate

Project overview

This nanodegree program contains 5 data analysis projects.

P1: Explore Weather Trends

P2: Investigate a Soccer Database

P3: Analyze AB Test Results

P4: Wrangle and Analyze Twitter Data

P5: Exploration of the Ford GoBike System Data

Details to be added.

Program Syllabus

PART 1 Welcome to the Nanodegree program!

Welcome to the program! In this part, you’ll get an orientation into using our classroom and services. You’ll also get advice for making the best use of your time while enrolled in this program.

  • Project: Explore Weather Trends

Estimated time: 6 days

PART 2 Introduction to Data Analysis

Learn the data analysis process of questioning, wrangling, exploring, analyzing, and communicating data. Learn how to work with data in Python using libraries like NumPy and Pandas.

  • Project: Investigate a Dataset

Estimated time: 23 days

PART 3 Practical Statistics

Learn how to apply inferential statistics and probability to important, real-world scenarios, such as analyzing A/B tests and building supervised learning models.

  • Project: Analyze A/B Test Results
  • Project: Optimize Your GitHub Profile

Estimated time: 25 days

PART 4 Data Wrangling

Learn the data wrangling process of gathering, assessing, and cleaning data. Learn how to use Python to wrangle data programmatically and prepare it for deeper analysis.

  • Project: Wrangle and Analyze Data
  • Project: Improve Your LinkedIn Profile

Estimated time: 24 days

PART 5 Data Visualization

Learn to apply sound design and data visualization principles to the data analysis process. Learn how to use analysis and visualizations to tell a story with data.

  • Project: Communicate Data Findings

Estimated time: 30 days

udacity-data-analyst's People

Contributors

luzk-emory avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.