YoVDO

Data Scientist

Offered By: Bertelsmann via Udacity

Tags

Data Science Courses Python Courses Software Engineering Courses Data Engineering Courses Experimental Design Courses Recommendation Systems Courses

Course Description

Overview

Get hands-on experience running data pipelines, designing experiments, building recommendation systems, and more.

Syllabus

  • Welcome to the Data Scientist Nanodegree Program
  • Introduction to Data Science
    • Learn the data science process, including how to build effective data visualizations, and how to communicate with various stakeholders.
  • Software Engineering
    • Software engineering skills are increasingly important for data scientists. In this course, you'll learn best practices for writing software. Then you'll work on your software skills by coding a Python package and a web data dashboard.
  • Data Engineering
    • In data engineering for data scientists, you will practice building ETL, NLP, and machine learning pipelines. This will prepare you for the project with our industry partner Figure 8.
  • Experimental Design and Recommendations
    • Learn to design experiments and analyze A/B test results. Explore approaches for building recommendation systems.
  • Data Scientist Capstone
    • Leverage what you’ve learned throughout the program to build your own open-ended Data Science project. This project will serve as a demonstration of your valuable abilities as a Data Scientist.
  • Congratulations!
    • Congratulations on finishing your program!
  • [Capstone Content] Convolutional Neural Networks
  • [Capstone Content] Spark
  • Prerequisite: Python for Data Analysis
  • Prerequisite: SQL
  • Prerequisite: Data Visualization
  • Prerequisite: Command Line Essentials
  • Prerequisite: Git & Github
  • Prerequisite: Linear Algebra
  • Prerequisite: Practical Statistics
  • Career Services
    • The Careers team at Udacity is here to help you move forward in your career - whether it's finding a new job, exploring a new career path, or applying new skills to your current job.

Taught by

Josh Bernhard , Juno Lee , Luis Serrano, Andrew Paster, Mike Yi, David Drummond, Judit Lantos, Karthic G., Balachandar P., Garzai E., Kamil K., Max Q. and Jean-Philippe P.

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