Embark on a comprehensive journey through a complete data science project lifecycle in this 6-hour video series. Learn to plan, collect data, clean datasets, perform exploratory data analysis, build models, deploy to production, and document your work. Apply these skills to real-world scenarios, including creating a burrito dashboard and a YouTube data dashboard using Streamlit. Gain insights into effective data analysis techniques and compare your approach with professional methodologies.
Overview
Syllabus
Data Science Project from Scratch - Part 1 (Project Planning).
Data Science Project from Scratch - Part 2 (Data Collection).
Data Science Project from Scratch - Part 3 (Data Cleaning).
Data Science Project from Scratch - Part 4 (Exploratory Data Analysis).
Data Science Project from Scratch - Part 5 (Model Building).
Data Science Project from Scratch - Part 6 (Putting the Model into Production).
Data Science Project from Scratch - Part 7 (Documenting Your Work).
Building a Burrito Dashboard - Data Science Project from Scratch with atoti.
Can You Analyze My Data Better Than I Can?.
Data Science Portfolio Project From Scratch | Building a YouTube Data Dashboard with Streamlit.
Taught by
Ken Jee
