Data Scientist

Data Scientist

Become a production-ready Data Scientist by mastering data science foundations, statistics and probability, data exploration, Python for data science, exploratory data analysis, feature engineering, supervised and unsupervised learning, advanced model evaluation, time series analysis, experimentation, data storytelling, and responsible AI. Includes a hands-on predictive analytics capstone project.

  • 5 Phases
  • 13 Lessons
  • 3.6 Hrs
  • Beginner Advanced
Category Cloud computing
Data Scientist
Learning Path 13 Lessons 3.6 Hrs

Start Phase
  • Data Science Overview 4:37
  • Statistics Foundations for Data Science 9:15
  • Data Exploration Techniques 29:18

Start Phase
  • Python Data Science Basics (NumPy & Pandas) 13:31
  • EDA & Feature Engineering 14:18
  • Supervised Learning 4:57
  • Unsupervised Learning: Clustering & PCA 20:44

Start Phase
  • Hyperparameter Tuning & Model Optimization 14:54
  • Time Series Forecasting with ARIMA 21:36
  • A/B Testing & Experimentation 13:39

Start Phase
  • Data Storytelling for Business 50:42
  • Responsible AI 12:53

Start Phase
  • Predictive Analytics Mini Project – Crime Data 13:17

Start your Data Scientist journey

Learn at your own pace. Total estimated time 3.6 hours

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