← Data & ML Path
Program

Data Analyst Program

Turn raw data into decisions stakeholders can act on.

Statistics, SQL and data storytelling grounded in real datasets, building toward dashboards and analysis real teams would actually use.

8 WEEKS

Courses in this program

  • 01Python
  • 02Pandas
  • 03SQL

Relevant certification prep

No certification prep mapped to this program yet.

Part of the Data & ML Career Path

Statistics and ML fundamentals, grounded in real datasets, all the way to a shipped model.

Projects in this path

  • Forecasting Model

    A time-series model that predicts demand from historical data.

    Python · Pandas · scikit-learn

  • Recommendation Engine

    A recommender that ranks items from user behavior.

    Python · Embeddings · Postgres

  • ML Pipeline

    An end-to-end pipeline from raw data to a served model.

    Python · Airflow · Docker

Curriculum stages

  1. 01 Foundations

    Python and data manipulation with Pandas.

    Python · Pandas · 6 lessons

  2. 02 Modeling

    Classical machine learning with scikit-learn.

    scikit-learn · 5 lessons

  3. 03 Data

    Query and structure data with SQL.

    SQL · 4 lessons

  4. 04 Pipelines

    Orchestrate data workflows with Airflow.

    Airflow · 4 lessons

  5. 05 Shipping

    Serve a trained model from a container.

    Docker · 3 lessons

See the Full Data & ML Path