---
title: "Pinak Datta (@itsmepinak) | Hashnode"
description: "ML, Data Science Enthusiast. Final Year Computer Science Undergrad. Read the latest articles by Pinak Datta on Hashnode."
url: "https://hashnode.com/@itsmepinak"
---

@itsmepinak

# Pinak Datta

@itsmepinak · India · Joined December 2022

ML, Data Science Enthusiast. Final Year Computer Science Undergrad.

### [An Overview of Ensemble Learning Methods: Bagging, Boosting, and Stacking](https://pinakdatta.hashnode.dev/an-overview-of-ensemble-learning-methods-bagging-boosting-and-stacking?utm_source=hashnode&utm_medium=feed)

Dive deep into ensemble learning methods: Bagging, Boosting, and Stacking. Boost your predictive models' performance!

5 min read · [pinakdatta.hashnode.dev](https://pinakdatta.hashnode.dev/an-overview-of-ensemble-learning-methods-bagging-boosting-and-stacking?utm_source=hashnode&utm_medium=feed)

[Apr 29, 2024](https://hashnode.com/posts/an-overview-of-ensemble-learning-methods-bagging-boosting-and-stacking/662f1461c95e79154cd3ed75)

### [Building a Fraud Detection System with Isolation Forests and Local Outlier Factors](https://pinakdatta.hashnode.dev/building-a-fraud-detection-system-with-isolation-forests-and-local-outlier-factors?utm_source=hashnode&utm_medium=feed)

Learn how Isolation Forests and Local Outlier Factor algorithms can efficiently detect fraud in various industries. Know the principles and implementations

3 min read · [pinakdatta.hashnode.dev](https://pinakdatta.hashnode.dev/building-a-fraud-detection-system-with-isolation-forests-and-local-outlier-factors?utm_source=hashnode&utm_medium=feed)

[Apr 10, 2024](https://hashnode.com/posts/building-a-fraud-detection-system-with-isolation-forests-and-local-outlier-factors/661607c154a6f6fd13deb835)

### [Analyzing Text Data with Topic Modeling: Latent Dirichlet Allocation (LDA) Explained](https://pinakdatta.hashnode.dev/analyzing-text-data-with-topic-modeling-latent-dirichlet-allocation-lda-explained?utm_source=hashnode&utm_medium=feed)

Unlock the power of Latent Dirichlet Allocation (LDA) for text analysis. Learn how LDA reveals hidden topics in documents efficiently.

6 min read · [pinakdatta.hashnode.dev](https://pinakdatta.hashnode.dev/analyzing-text-data-with-topic-modeling-latent-dirichlet-allocation-lda-explained?utm_source=hashnode&utm_medium=feed)

[Apr 8, 2024](https://hashnode.com/posts/analyzing-text-data-with-topic-modeling-latent-dirichlet-allocation-lda-explained/661364e542cfaf824f22af64)

### [An In-depth Exploration of Gaussian Processes: Theory and Practical Applications](https://pinakdatta.hashnode.dev/an-in-depth-exploration-of-gaussian-processes-theory-and-practical-applications?utm_source=hashnode&utm_medium=feed)

Discover Gaussian processes: theory, practical applications in machine learning, regression, classification, optimization, time series analysis & more.

6 min read · [pinakdatta.hashnode.dev](https://pinakdatta.hashnode.dev/an-in-depth-exploration-of-gaussian-processes-theory-and-practical-applications?utm_source=hashnode&utm_medium=feed)

[Apr 5, 2024](https://hashnode.com/posts/an-in-depth-exploration-of-gaussian-processes-theory-and-practical-applications/660f7040f8161484b0627ead)

### [Building a Custom Object Detection Model using TensorFlow Object Detection API](https://pinakdatta.hashnode.dev/building-a-custom-object-detection-model-using-tensorflow-object-detection-api?utm_source=hashnode&utm_medium=feed)

Learn to build precise object detection models using TensorFlow Object Detection API. Fine-tune pre-trained models for custom applications.

4 min read · [pinakdatta.hashnode.dev](https://pinakdatta.hashnode.dev/building-a-custom-object-detection-model-using-tensorflow-object-detection-api?utm_source=hashnode&utm_medium=feed)

[Apr 3, 2024](https://hashnode.com/posts/building-a-custom-object-detection-model-using-tensorflow-object-detection-api/660ccd466d258bf761a2a4f8)