Bikash Daga articles - 46 total
Mastering Model Complexity in 2025: A Deep Dive into VC Dimension in Machine Learning
In the era of ever-growing models and smart generalisation techniques, understanding model complexity...
Beyond K-Means: Leveraging Gaussian Mixture Models for Advanced Clustering in 2025
Clustering is a key tool in the unsupervised learning toolkit. While K-Means has long been the...
Harnessing Genetic Algorithms for Hyperparameter Optimisation in 2025: A Deep Dive
In the fast-paced world of machine learning, hyperparameter optimisation remains a critical factor in...
Navigating the Data Analytics Life Cycle in 2025: From Discovery to Deployment
In 2025, data analytics is no longer just about collecting numbers—it's about generating actionable...
Markov Decision Process vs Reinforcement Learning: What AI Engineers Need to Know in 2025
In the fast-evolving world of Artificial Intelligence, two foundational pillars often leave...
Game Theory Meets AI: Real-World Applications of AI Game Playing in 2025
Artificial Intelligence has come a long way from beating humans in board games to solving complex...
Game Theory Meets AI: Real-World Applications of AI Game Playing in 2025
Artificial Intelligence has come a long way from beating humans in board games to solving complex...
Game Theory Meets AI: Real-World Applications of AI Game Playing in 2025
Artificial Intelligence has come a long way from beating humans in board games to solving complex...
![How Min-Max Algorithm Works in AI Game Development: Real Projects and Pitfalls [2025]](https://media2.dev.to/dynamic/image/width=1000,height=500,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fzxz5wsihmpeozjn4e8r1.png)
How Min-Max Algorithm Works in AI Game Development: Real Projects and Pitfalls [2025]
The Min-Max algorithm, once the heart of classic board games like chess and tic-tac-toe, is now...
From Campus to Career: Real Stories of Tech Transformation (2025 Edition)
In today’s competitive tech landscape, simply holding a degree is no longer enough. Recruiters are...
Ontology in AI (2025 Guide): Structure, Semantics & Applications in Knowledge Representation
As artificial intelligence systems grow more complex and context-aware, the need to represent...
Artificial Intelligence Syllabus 2025: What to Learn & How to Stay Ahead
Artificial Intelligence (AI) is evolving at a rapid pace, and staying updated with the latest...
From Code to Data: A Roadmap for Software Engineers Entering Data Science
Introduction Many software engineers are making the shift to data science, but what does...
The 5 Types of Data in Machine Learning & How They Impact AI Performance
Introduction Machine Learning (ML) models are only as good as the data they process. In...
The Role of Propositional Logic in AI-Powered Chatbots & Virtual Assistants
Introduction AI chatbots and virtual assistants rely on natural language processing (NLP)...
How Knowledge-Based Agents Are Transforming AI Decision-Making in 2025
Introduction Artificial Intelligence (AI) is evolving rapidly, but not all AI models rely...
How to Transition from Data Analyst to Data Analytics Manager
Introduction The Data Analytics Manager role is a natural career progression for data...
The Ultimate Machine Learning Cheat Sheet: Key Concepts & Quick Reference for 2025
Machine Learning (ML) is evolving rapidly, making it essential for data scientists, engineers, and AI...
AI & Human Intelligence - 2025
As Artificial Intelligence (AI) advances at an unprecedented pace, the debate over AI vs. Human...
AI-Powered Healthcare Diagnostics: Transforming Medical Accuracy & Efficiency in 2025
In 2025, AI-powered healthcare diagnostics is revolutionizing how diseases are detected, diagnosed,...
The Future of AI Careers: Which AI Skills Are in Demand?
Artificial Intelligence (AI) is one of the fastest-growing fields, with AI-related jobs increasing by...
Mastering System Design: A Roadmap for Software Architects
Introduction In today’s digital era, system design is a crucial skill for software...
Mastering System Design: A Roadmap for Software Architects
Introduction In today’s rapidly evolving tech industry, mastering system design is a...
How AI Automation is Transforming Industries: Use Cases and Trends
Introduction Artificial Intelligence (AI) is revolutionizing industries through...
AI Jobs Without a Computer Science Degree: How to Start
Artificial Intelligence (AI) is one of the fastest-growing fields, creating high-paying job...
Industry 4.0: The Role of AI in the Future of Manufacturing
The manufacturing industry is undergoing a significant transformation with the rise of Industry 4.0—a...
The Future of AI Reasoning: Can Machines Truly Imitate Human Thought?
Artificial Intelligence (AI) has made remarkable strides in mimicking human cognition, but can...
How AI is Reshaping E-Commerce: Smart Recommendations & Chatbots?
Artificial Intelligence (AI) is transforming e-commerce, making online shopping more personalized,...
Scaler NSET: Your Ultimate Guide to Preparing for Engineering Admissions in 2025 with Top Alternative Exams
Engineering remains one of the most sought-after career paths in India. However, the competitive...
Designing Resilient Machine Learning Systems for Real-World Applications
Machine learning (ML) is no longer confined to theoretical experiments; it has become a critical...