Best Python Books for Beginners:
Effective Python: 90 Specific ways to write better python 2nd edition Effective software development series:
The effective python second edition helps you master in python programming with robust and best python programming.
The author of Effective Python book Brett Slatkin has designed in a way that one can learn python easily with 90 practice, tips, and short cuts. With these, you can learn python programming with confidence.
After completely reading this book you can write coding which is easy to understand improve and maintain easily.
The main features of Effective Python are:
- Built-in types, expressions, and statements with examples
- Avoiding bugs and reusing the code or programming
- Generator functions
- Metaclasses and dynamic attributes
- Built-in modules
- Debugging and testing
- Tools for python development
If you are beginner or have some basic knowledge on python then this Effective best python books for beginners is for you.
Willing to learn Machine learning, Deep learning which is the main thing and is very needed. From this book you can learn many techniques, linear regression and progressing to deep neural networks with many exercises in every topic. By reading this book you can gain really hands on experience in Machine Learning as this book mainly updates to new techniques and main advancement.
Hands on Machine Learning book starts with basic on traditional Machine Learning approaches and tools to solve any kind of problems.
After completing the ML approaches then it covered Deep learning with different techniques i.e. when and where to use it with graphs and tables.
The main key features covered in this book are:
- Machine learning landscapes
- Neural nets
- Scikit learn
- Vector machines
- Decision trees
- Random forest
- Ensemble methods
- How to use tensor flow libraries
- Neural net architecture
- Recurrent nets
- Deep reinforcement learning
- Scaling deep neural nets
Who can buy this book: Beginners only, this is the best python books for beginners buy this book here.
As many programmers suffer a lot when they are at beginner level i.e. fear on programming. So, based on this author Soranson has written this book for beginners. This book begins with basic concepts on Python and moved on to advanced python concepts, neural networks and how to write code in a best way.
The main concepts covered in this book are:
- Fundamentals of python
- Conditional and decision statements
- How to avoid errors and build your own code easily
Machine Learning concepts include:
- Why ML is so important
- How ML works concepts and elements
- How to build neural networks and training models
- Mathematical notations
Data Science concepts include:
- How python is used in Data Science
- Read and analyze your data
- Data Aggregation
- Time series
- ML (Machine Learning)
- Libraries to use for python
Automate the boring stuff with python for beginners:
Are you planning to start your career in python and ready to learn coding from scratch in few minutes then Automate the boring stuff with python book is for you.
In this second edition your concepts start with python basics to an advanced level like python libraries, scraping data, how to read PDF and word documents, and typing tasks, input validations, automatically updating CSV files.
The main concepts include:
- Searching for text across multiple files and also in single file
- How to create folders, update folders, and move folders.
- How to download online content
- How to update data in Excel Spreadsheets
- Send mail responses
- How to fill out online forms
This book covers each topic with step-by-step process and practice projects at the end of each and every concept.
Who can buy this book: This book is for beginners only and this book is compatible with python 3 best python books for beginners.