PyTorch Essentials: A Comprehensive Guide to Machine Learning Techniques
Adam Jones
- "PyTorch
- Essentials:
- A
- Comprehensive
- Guide
- to
- Machine
- Learning
- Techniques"
- is
- an
- essential
- resource
- for
- programmers,
- researchers,
- and
- enthusiasts
- eager
- to
- enhance
- their
- mastery
- of
- machine
- learning
- and
- artificial
- intelligence
- through
- the
- PyTorch
- framework.
- This
- guide
- deftly
- combines
- theoretical
- foundations
- with
- hands-on
- applications,
- covering
- everything
- from
- basic
- tensor
- manipulation
- and
- neural
- network
- creation
- to
- sophisticated
- architectures
- such
- as
- CNNs,
- RNNs,
- and
- generative
- models.
- Additionally,
- it
- delves
- into
- reinforcement
- learning,
- optimization
- strategies,
- and
- best
- practices
- for
- deployment,
- empowering
- readers
- with
- the
- skills
- to
- develop
- scalable,
- production-ready
- solutions.
- Whether
- advancing
- your
- research
- or
- solving
- real-world
- industry
- challenges,
- this
- book
- serves
- as
- your
- indispensable
- guide
- to
- mastering
- machine
- learning
- with PyTorch.
