©2019 by The AI Academy.

Machine Learning Bootcamp

Get started in your journey to become a data scientist

Obtain a broad overview of the main techniques to implement

Machine Learning with short intensive in-person, hands-on training.

Get Started On Your Data Science Journey

Data is the new oil for businesses.

If you are a working professional who want to add data scientist skills to your current curriculum but you don't know where to start, this intensive machine learning course is specifically designed to get you started in 2 weeks.

By the end of the Machine Learning Bootcamp, you will be equipped with the skills, knowledge, and tools you need to take your machine learning capabilities to the next level.

Bootcamp At a Glance

COURSE LEVEL

Beginner

Minimal programming experience required 

DURATION

2 weeks

 

Total classes hours 

18

SCHEDULE

Option 1

mon, wed, thu

19:00 - 22.00

Option 2

  2 Saturdays

09:00 - 18:00

VENUE

Inovabra Habitat

Avenida Angélica, 2529 

São Paulo

What will you learn

Module 1

  • Getting Started

  • Installing the tools

  • Key Concepts

  • My first model

Module 4

  • Neural Networks

  • Deep Learning

  • Automated Machine Learning

Module 2

  • Linear Models

  • Generalized Linear Models

  • Naive Bayes

  • Hyperparameters Tuning

Module 5

  • Unsupervised Learning

  • PCA

  • Clustering

  • K-Means

  • Autoencoders

Module 3

  • Trees and Forests

  • Random Forest

  • Gradient Boosting Machines

  • Cross-Validation

Module 6

  • Ensembles

  • Production Strategies

  • Model Deployment

  • Pojo/Mojo

Our Method

Our approach is completely "hands-on". We train a small group of people at a time so that the instructor can ensure everyone has absorbed both the concepts and the techniques.

We built the Machine Learning Bootcamp using a best in class Open Source Machine Learning development platform so that you can continue to evolve on your own with a powerful tool after the program.

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