Springboard Data Science Career Track Repo

A Data Science bootcamp that includes 550+ hours of hands-on curriculum, with 1:1 industry expert mentor oversight, and completion of 2 in-depth capstone projects. Mastering skills in Python, SQL, data analysis, data visualization, hypothesis testing, and machine learning.

This repo contains:

• All capstone Projects

  • Capstone Project 1 (Ski Resort Price Analysis)
  • Capstone Project 2 (BTC Price Prediction)
  • Capstone Project 3 (Financial Audio Sentiment Analysis and Classification)

• Mini Projects & Case Studies

  • Unit 4 Python Datascience Stack
  • Unit 7 API/Data Wrangling
  • Unit 8 SQL
  • Unit 11 Exploratory Data Analysis (EDA)
  • Unit 14 Supervised Learning
  • Unit 15 Unsupervised Learning
  • Unit 18 Machine Learning Applications
  • Unit 20 Data Storytelling
  • Unit 21 Time Series Analysis
  • Unit 25 Data Science at Scale
  • Unit 27 Take-Home Challenges