Batch vs Online Learning: Breaking It Down for You

Harin! — Fri, 18 Oct 2024 16:53:51 +0000

ok, here's the simplified version of batch learning and Online learning. in batch learning.. the system learn the complete set of data at once, also it requires a lot of computing resources and the system is trained and deployed. this is also called offline learning.

what if we need to train new data??
yep.. if we have to feed new data, we have to completely retain the system with the new data from the scratch. the new system then replaces the older version. this is a time consuming and with the increase in dataset the required resource can be way costly and resource intensive.

and when it comes to Online learning, the system may learn from new data's incrementally as we feed the system. and then, it also works well with a limited computation. the learning rate determines how quickly the system learns from the data.. but it can quickly forgot the older information.

how ever, while training in online data.. feeding biased data can decrease the performance over time. so, its necessary to monitor the flow of the data and systems performance.

and, finally choosing batch learning and online learning depends upon the application that we choose to work on!

- I plan to write simplified breakdowns of technical concepts related to AI and robotics. Make sure to follow me!

3 Book for Python Beginners

Harin! — Fri, 11 Aug 2023 14:36:51 +0000

These three are my most favorite book, as a beginner for python these three book helped me to grasp the concepts and it was explained in a easy way.

So, these are those three books!

Python Crash course : Hands-On Projects for Rapid Progress

“Python Crash Course” is a best book for beginners because it offers a hands-on approach, combining theory with practical exercises, making it easy to learn Python. The book covers essential Python concepts and programming fundamentals, enabling beginners to quickly build real-world projects. Its clear explanations and engaging examples make it accessible and enjoyable for newcomers to programming. The book’s well-structured content and step-by-step learning path make it a go-to resource for those starting their Python journey.

Python Cookbook : Unlocking the Power of Python

“Python Cookbook” is one of the best books for beginners because for the following reasons,

It offers practical and real-world Python solutions that are easy to understand and apply.
The book covers a wide range of topics, providing a comprehensive introduction to Python programming.
It includes a collection of code recipes and examples that help learners grasp Python’s concepts and syntax.

Head First Python: Engaging and Interactive Learning for Beginners

“Head First Python” is an good book for beginners because it uses a highly engaging and interactive approach, making learning Python fun and intuitive. The book employs visual aids, puzzles, and real-world examples to reinforce concepts and enhance understanding. It focuses on practical application, enabling learners to build projects and gain hands-on experience. Additionally, the book covers core Python topics and best practices, providing a solid foundation for aspiring programmers.

Conclusion:
These Three are the very best way to Get started with Python. They are more than enough for beginners to get the basic Syntax, Functions and workings in python.

DEV Community: Harin!

Batch vs Online Learning: Breaking It Down for You

3 Book for Python Beginners