From self-driving cars to artificial intelligence (AI) bots, machine
learning (ML) is slowly spreading its reach and making our devices
smarter. If you have ever wanted to play a role in the future of
technology development, then here is your chance to get started with
ML. This course breaks the complex topics of ML into simple concepts
that are easier to understand.
The course starts with an introduction to ML, explaining its
applications in the real-world and how it is different from AI. Next,
you will learn supervised and unsupervised algorithms and understand
the role of neural networks in ML. Once you understand the ML
algorithms, you will dive into building interesting projects to
consolidate your learning. You will learn how to build a board game
review prediction model, how to build a credit card fraud detection
model, how to tokenize word and sentences using natural language
processing), how to build an object recognition model, how to build an
image quality improvement model, how to build a text classification
model, how to build an image analysis model, and how to build a data
compression model.
By the end of this course, you will have gained the skills to create
real-world ML solutions.
All the recourses for this course are avialable at
https://github.com/PacktPublishing/Projects-in-Machine-Learning-From-Beginner-to-Professional
Les mer
Produktdetaljer
ISBN
9781789138245
Publisert
2023
Utgave
1. utgave
Utgiver
Packt Publishing
Språk
Product language
Engelsk
Format
Product format
Digital bok
Forfatter