Pinak Datta's Blog

Archive (33)

An Overview of Ensemble Learning Methods: Bagging, Boosting, and Stacking

Apr 29, 2024 ·  Pinak Datta

Building a Fraud Detection System with Isolation Forests and Local Outlier Factors

Apr 10, 2024 ·  Pinak Datta

Analyzing Text Data with Topic Modeling: Latent Dirichlet Allocation (LDA) Explained

Apr 8, 2024 ·  Pinak Datta

An In-depth Exploration of Gaussian Processes: Theory and Practical Applications

Apr 5, 2024 ·  Pinak Datta

Building a Custom Object Detection Model using TensorFlow Object Detection API

Apr 3, 2024 ·  Pinak Datta

Deep Learning for Natural Language Generation: Techniques and Applications

Apr 1, 2024 ·  Pinak Datta

Exploring Continuous Integration and Continuous Deployment (CI/CD) for ML Projects

Mar 29, 2024 ·  Pinak Datta

Exploring Federated Learning: Collaborative Training without Centralized Data

Mar 27, 2024 ·  Pinak Datta

Understanding Bayesian Deep Learning: Probabilistic Models and Uncertainty Estimation

Mar 25, 2024 ·  Pinak Datta

PypiMeter: Your Ultimate Destination for PyPI Download Statistics

Mar 22, 2024 ·  Pinak Datta

Building a Multimodal Sentiment Analysis Model using Transformers

Mar 22, 2024 ·  Pinak Datta

Leveraging Reinforcement Learning for Dynamic Pricing Strategies in E-commerce

Mar 20, 2024 ·  Pinak Datta

Enhancing Image Classification Models with Data Augmentation Strategies

Mar 18, 2024 ·  Pinak Datta

Scalable Data Processing with Apache Spark and PySpark

Mar 15, 2024 ·  Pinak Datta

Ethical Considerations in AI: Bias Mitigation and Fairness in Machine Learning Models

Mar 13, 2024 ·  Pinak Datta

Advancements in Time Series Analysis: Deep Learning vs. Classical Methods

Mar 11, 2024 ·  Pinak Datta

Streamlining Data Pipelines with Apache Airflow and Python

Mar 8, 2024 ·  Pinak Datta

Building a Real-time Object Detection System using YOLO (You Only Look Once)

Mar 6, 2024 ·  Pinak Datta

Mastering Feature Selection with Genetic Algorithms in Machine Learning

Mar 4, 2024 ·  Pinak Datta

Building a Chatbot from Scratch using Rasa Framework: A Comprehensive Guide

Mar 1, 2024 ·  Pinak Datta

Leveraging Reinforcement Learning for Portfolio Optimization in Finance: A Comprehensive Guide

Feb 28, 2024 ·  Pinak Datta

Mastering Natural Language Processing with BERT: An End-to-End Tutorial

Feb 26, 2024 ·  Pinak Datta

Exploring Data Science: Applications, Tools, and Techniques

Jun 18, 2023 ·  Pinak Datta

Python for Web Scraping: Extracting Insights from the Web

Jun 3, 2023 ·  Pinak Datta

Python for Geospatial Analysis: Exploring GIS Libraries

May 29, 2023 ·  Pinak Datta