ML Engineer

Course length

12 Weeks | 120 Hours

Mentor

Carmelo Iaria

Maker, Dreamer, Chaordic Leader com mais de 20 experiência internacional em levar produtos de alta tecnologia ao mercado.

About this path

O Cientista de machine learning aplica análises avançadas e técnicas de desenvolvimento de software para criar modelos preditivos

Syllabus

Week 1
Live session with Mentor
Supervised Learning with Scikit-learn
Unsupervised Learning

Week 2
Live session with Mentor
Linear Classifiers
Tree-based Models

Week 3
Live session with Mentor
Extreme Gradient Boosting with XGBoost
Cluster Analysis

Week 4
Live session with Mentor
Dimensionality Reduction
Preprocessing for Machine Learning

Week 5
Live session with Mentor
Machine Learning for Time Series Data
Feature Engineering

Week 6
Live session with Mentor
Introduction to NLP
Feature Engineering for NLP

Week 7
Live session with Mentor
Model Validation
Introduction to TensorFlow

Week 8
Live session with Mentor
Introduction to Deep Learning
Deep Learning with Keras
Advanced DL with Keras

Week 9
Live session with Mentor
Image Processing
Image Processing with Keras

Week 10
Live session with Mentor
Hyperparameter tuning
Introduction to PySpark

Week 11
Live session with Mentor
Machine Learning with PySpark
Winning a Kaggle Competition

Week 12
Project

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