Machine Learning Advanced
Machine Learning Bootcamp
Build predictive models and neural networks with Scikit-Learn and TensorFlow.
16 Weeks
Project-Based Learning
About this Course
Build predictive models and neural networks with Scikit-Learn and TensorFlow. This comprehensive course is designed to take you from advanced concepts to advanced mastery. You will build real-world skills through hands-on practice and expert guidance.
Course Syllabus
Module 1: Supervised Learning
4 WeeksRegression, Classification, and SVMs.
Module 2: Unsupervised Learning
3 WeeksClustering, PCA, and dimensionality reduction.
Module 3: Deep Learning with TensorFlow
6 WeeksNeural Networks, CNNs, and RNNs.
Module 4: Model Deployment
3 WeeksServing models with Flask/FastAPI.
Capstone Project
Featured Project
Image Recognition API
Build a deep learning model to classify images and deploy it as a REST API for real-time inference.
Key Features:
- Convolutional Neural Networks
- REST API
- Docker Containerization