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Mayur Jain
Mayur Jain

128 Followers

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Mar 19

Building One-Stop-Shop For Numpy

Everything In Numpy If you are venturing into data science or machine learning, you will most likely encounter the Python library NumPy. NumPy is an open-source library that is widely used in scientific computing and data analysis. It provides robust support for multi-dimensional arrays and matrices, and a wide range…

Numpy

4 min read

Building One-Stop-Shop For Numpy
Building One-Stop-Shop For Numpy
Numpy

4 min read


Published in

Artificial Intelligence in Plain English

·Nov 5, 2022

Distillation Algorithms for Knowledge Distillation

Teacher-Student Model — In continuation with Knowledge Distillation series, this is the third blog post where I discuss the distillation algorithms for knowledge distillation. For better context, please read the first blog post on Knowledge distillation here. Teacher-Student Architecture For knowledge distillation, the teacher-student architecture forms the generic carrier for knowledge transfer. The quality of…

Deep Learning

4 min read

Distillation Algorithms for Knowledge Distillation
Distillation Algorithms for Knowledge Distillation
Deep Learning

4 min read


Published in

Artificial Intelligence in Plain English

·Nov 5, 2022

How to train student model in knowledge Distillation?

Teacher-Student Model — In continuation with Knowledge Distillation series, this is the second blog post where I discuss the training aspects of knowledge distillation. For better context, please read the first blog post on Knowledge distillation here. Training a student model, also called "distillation schemes," refers to how a teacher model can distill…

Deep Learning

3 min read

How to train student model in Knowledge Distillation?
How to train student model in Knowledge Distillation?
Deep Learning

3 min read


Published in

Artificial Intelligence in Plain English

·Oct 22, 2022

Knowledge Distillation, aka Teacher-Student Model

Knowledge transfer from teacher to student — Knowledge Distillation With the release of large models in the last few years, from GPT-3 to Megatron, I keep pondering how to experiment and use these models for a specific use case. These models are trained on massive corpuses of data (100+ GBs) with billions of parameters. …

Deep Learning

3 min read

Knowledge Distillation, aka Teacher-Student Model
Knowledge Distillation, aka Teacher-Student Model
Deep Learning

3 min read


Published in

Artificial Intelligence in Plain English

·Sep 28, 2022

How to use Jupyter Notebook effectively with Magic Commands?

Magic Tricks In Jupyter Notebook Data scientists and data analysts frequently utilise Jupyter Notebooks as a tool to begin their analyses. And there are a few important Jupyter notebook tricks or commands that are hardly ever used by the community. In this post, we’ll execute commands which will make us…

Python

2 min read

How to use Jupyter Notebook effectively with Magic Commands?
How to use Jupyter Notebook effectively with Magic Commands?
Python

2 min read


Published in

Artificial Intelligence in Plain English

·Aug 9, 2022

Computer Vision Basics

Part II: Filters, Canny Detection, Hough transform, etc. — Hey everyone, This is part II of the computer vision basics, where we’ll understand: what is filter, image frequency, edge detection, hough transform using OpenCV, etc. I’ve also created a YouTube video for the same blog, if you prefer to watch the video click here. Filters Filters are used for removing…

Computer Vision

6 min read

Computer Vision Basics
Computer Vision Basics
Computer Vision

6 min read


Published in

Artificial Intelligence in Plain English

·Jul 31, 2022

Computer Vision Basics

Part 1: Understanding Images and Color Channels — Hey everyone, This is part I of the computer vision basics, where we’ll understand: what are images, color channels, and perform color detection using OpenCV etc. I’ve also created a YouTube video for the same blog, if you prefer to watch the video click here. Image Channels Task: Selecting an area of…

Color Detection

4 min read

Computer Vision Basics
Computer Vision Basics
Color Detection

4 min read


Published in

Python in Plain English

·May 15, 2022

Getting Started With PyScript

Running Python on a web browser — At PyCon US 2022, the Anaconda team announced PyScript, a tool to write Python code in a web browser, similar to JavaScript. PyScript will support different languages along with Python. For Web Developers Write Python in HTML. Build web applications in Python. For Data Scientists Running Dashboards and Machine Learning…

Python

3 min read

Getting Started With PyScript
Getting Started With PyScript
Python

3 min read


Published in

Artificial Intelligence in Plain English

·Sep 20, 2021

Why Tf-Idf is more effective than Bag-Of-Words?

Text Featurization In Machine Learning — In Machine Learning, it is nice when models are simple and interpretable, since it reduces the burden of debugging a complex model when things don’t work. But simple models do not always lead to the best results. Similarly, there are simple text featurizer which doesn’t result in effective models. For…

Text Analytics

5 min read

Why Tf-Idf is more effective than Bag-Of-Words?
Why Tf-Idf is more effective than Bag-Of-Words?
Text Analytics

5 min read


Published in

Geek Culture

·Aug 29, 2021

Practical Git Lesson — Part II

Branching A branch represents an independent line of development. Branches serve as an abstraction for the edit/stage/commit process. We can think of them as a way to request a brand new working directory, staging area, and project history. All the new commits are recorded in the history of the current branch…

Git

5 min read

Practical Git Lesson — Part II
Practical Git Lesson — Part II
Git

5 min read

Mayur Jain

Mayur Jain

128 Followers

Machine Learning Engineer | YouTube: https://www.youtube.com/@mlworks | Website: https://mayurji.github.io/

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