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Data Scientist

Syllabus

Noted course in Google Drive

Introduction to Data Science

Learn the data science process, including how to build effective data visualizations, and how to communicate with various stakeholders.

Project: Writing a Data Scientist Blog Post

Source code: vnk8071/writing_data_scientist_blog_post

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.

Project: Disaster Response Pipeline

Source code: vnk8071/disaster_response_pipeline

Experimental Design & Recommendations

Learn to design experiments and analyze A/B test results. Explore approaches for building recommendation systems.

Project: Recommendation Engines

Source code: vnk8071/recommendation_engines

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.

Project: Data Scientist Capstone

Source code: vnk8071/stroke-prediction