What you'll learn
Build ML models with NumPy & scikit-learn, build & train supervised models for prediction & binary classification tasks (linear, logistic regression)
Build & train a neural network with TensorFlow to perform multi-class classification, & build & use decision trees & tree ensemble methods.
Apply best practices for ML development & use unsupervised learning techniques for unsupervised learning including clustering & anomaly detection
Build recommender systems with a collaborative filtering approach & a content-based deep learning method & build a deep reinforcement learning model
Skills you'll gain
Details to know
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Trusted by Tech Talents in and Other Fields
HNG Learn is chosen by Tech Talents to to learn beginner to advanced concepts across all tech tracks, ensuring they stay at the forefront of innovation and success. Here's what a few of them have to say...
Superb!
I am proud to say that after a few months of taking this course...I passed my exam and am now an AWS Certified Cloud Practitioner!

John Webster
Completed New Docker Course
Superb!
The course content was incredibly detailed and practical. I've already applied several concepts to my work projects.

Sarah Johnson
Completed Advanced React Patterns
Superb!
As a beginner in ML, this course provided an excellent foundation. The hands-on projects were particularly helpful.

Michael Chen
Completed Machine Learning Fundamentals
Superb!
I feel much more confident in my ability to protect digital assets after completing this comprehensive course.

Emily Rodriguez
Completed Cybersecurity Essentials
Superb!
The course covered both front-end and back-end technologies thoroughly. I now feel ready to take on full-stack roles.

David Kim
Completed Full-Stack Web Development
Superb!
I am proud to say that after a few months of taking this course...I passed my exam and am now an AWS Certified Cloud Practitioner!

John Webster
Completed New Docker Course
Superb!
The course content was incredibly detailed and practical. I've already applied several concepts to my work projects.

Sarah Johnson
Completed Advanced React Patterns
Superb!
As a beginner in ML, this course provided an excellent foundation. The hands-on projects were particularly helpful.

Michael Chen
Completed Machine Learning Fundamentals
Superb!
I feel much more confident in my ability to protect digital assets after completing this comprehensive course.

Emily Rodriguez
Completed Cybersecurity Essentials
Superb!
The course covered both front-end and back-end technologies thoroughly. I now feel ready to take on full-stack roles.

David Kim
Completed Full-Stack Web Development