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Applied Machine Learning

Data & Analytics

by Dr. Ana Ferreira

10 semanas72 lessons4.91.2K students

Next Cohort: 21 Jul 2025

Description

Deepen your Machine Learning knowledge through hands-on applications. From regression and classification to neural networks and model deployment, this course guides you in building production-ready AI solutions.

Requirements

  • Experience with Python and data libraries

  • Knowledge of statistics and linear algebra

  • Familiarity with Jupyter Notebooks

Course Modules

10 modules

Skills4WorkCross-disciplinary program common to all courses

Human Skills

8 lessons

Digital Literacy Skills

6 lessons

Employability Skills

6 lessons

Entrepreneurship Skills

5 lessons
Skills AccelerationTechnical training specific to this course

Machine Learning Fundamentals

10 lessons

Regression and Classification

12 lessons

Neural Networks with TensorFlow

14 lessons

Model Validation and Tuning

12 lessons

Deploying Models to Production

10 lessons

Final Project: ML Pipeline

14 lessons