mayank khulbe – Medium

Pinned

mayank khulbe
in
The Good Food Economy

Footprints in Graphs: The Enchantment of DeepWalk

Initially, let’s set the stage through a captivating story.

11 min readMar 9, 2024

--

Footprints in Graphs: The Enchantment of DeepWalk

--

mayank khulbe

Harnessing Human Insight: The Power of Human-in-the-Loop Optimization with Optuna(PART-1)

In the realm of optimization, where algorithms tirelessly search for the most efficient solutions, a new approach emerges…

9 min readApr 8, 2024

--

Harnessing Human Insight: The Power of Human-in-the-Loop Optimization with Optuna(PART-1)

--

mayank khulbe
in
The Good Food Economy

Optuna: Turbocharging Models with Hyper-parameter Magic

Imagine a symphony without tuning. The result? Discordant notes, lost melodies, and a cacophony that fails to inspire. Just as tuning is…

6 min readMar 23, 2024

--

Optuna: Turbocharging Models with Hyper-parameter Magic

--

mayank khulbe
in
The Good Food Economy

Connecting Dots: Exploring the Hough Transform for Image Analysis

In the realm of Artificial Intelligence, the field of computer vision has gained exponential significance in recent times. From autonomous…

10 min readAug 6, 2023

--

Connecting Dots: Exploring the Hough Transform for Image Analysis

--

mayank khulbe
in
The Good Food Economy

Mastering Languages: Unveiling the Power of Neural Machine Translation with Attention

In a world where languages connect people from diverse cultures, the ability to bridge linguistic barriers has become more crucial than…

13 min readJun 26, 2023

--

Mastering Languages: Unveiling the Power of Neural Machine Translation with Attention

--

mayank khulbe
in
The Good Food Economy

Skipgram implementation from scratch — Pytorch

In recent times, there has been an exponential increase in the use-cases pertaining to Natural Language Processing. With this, word…

12 min readMay 23, 2023

--

Skipgram implementation from scratch — Pytorch

--

mayank khulbe
in
The Good Food Economy

Anomaly detection in Images — Using feature descriptors

I guess, the first thought that crossed your mind when you read the title is — Anomaly detection? What’s in it? It is not that complex to…

8 min readMar 18, 2023

--

Anomaly detection in Images — Using feature descriptors

--

mayank khulbe
in
The Good Food Economy

Profiling — Key to python code optimisation

Today, python has become a key language for high level as well as general purpose programming. From building high-end applications to…

10 min readJan 16, 2023

--

Profiling — Key to python code optimisation

--

mayank khulbe

Ensemble techniques — Improvement over traditional Decision Trees

Gradient boosting is one of the most popular and the most sought-after algorithms when it comes to solving complex classification and…

9 min readApr 28, 2022

--

Ensemble techniques — Improvement over traditional Decision Trees

--

mayank khulbe

Logistic Regression — What, When, Why, and How

If you are someone who is a noobie to machine learning and wants to get a hang of logistic regression, right from intuition to maths…

12 min readFeb 22, 2022

--

Logistic Regression — What, When, Why, and How

--

mayank khulbe

mayank khulbe

🔍🧠 Data Scientist | Unraveling Insights in the World of ML & DL 🚀 | Transforming Data into Actionable Intelligence | Passionate of Solving Complex Problems

Following

Help
Status
About
Careers
Blog
Privacy
Terms
Text to speech
Teams