Feed
Pro
Search

Sign in
FactoryKit - the AI software factory: tasks in, pull requests out Bug0 - The AI-native e2e QA regression testing The foreword by Hashnode - official blog from the Hashnode team Passmark - The open-source AI framework for regression testing Hashnode gql skill - let your AI agent publish to your Hashnode blog Hackathons Changelog Brand @hashnode on X Hashnode on LinkedIn Support - hello+support@hashnode.com Code of Conduct Terms Privacy Sitemap

Search Hashnode

Search posts, tags, users, and pages

@mfahadbashir

Muhammad Fahad Bashir

@mfahadbashir·Dera Ghazi Khan,Paksitan·Joined July 2024

Software engineer by day, AI and ML explorer by night

About

Machine Learning, Artificial Intelligence

Available for

Nothing here yet.

Muhammad Fahad Bashir's blogs

Muhammad Fahad Bashirmfahadbashir.hashnode.dev31 posts

ML Diaries by Fahdml-diaries-by-fahd.hashnode.dev21 posts

About

Machine Learning, Artificial Intelligence

Available for

Nothing here yet.

Muhammad Fahad Bashir's blogs

Muhammad Fahad Bashirmfahadbashir.hashnode.dev31 posts

ML Diaries by Fahdml-diaries-by-fahd.hashnode.dev21 posts

Articles Comments5

Recently published

MFMuhammad Fahad Bashirinml-diaries-by-fahd.hashnode.dev·Jul 22 · 8 min read

Q-Learning in Practice: Understanding the Update Equation with One Simple Example

In the previous article, we built the intuition behind Q-Learning. We learned that an agent improves its decisions through trial and error, stores its experience in a Q-table, and gradually discovers

MFMuhammad Fahad Bashirinml-diaries-by-fahd.hashnode.dev·Jul 6 · 10 min read

Q-Learning: How an Agent Learns From Rewards — Intuition First, No Math

In the previous article of this series, Reinforcement Learning: The Big Picture, we explored how reinforcement learning differs from supervised and unsupervised learning. We discussed the interaction

MFMuhammad Fahad Bashirinml-diaries-by-fahd.hashnode.dev·Jan 19 · 4 min read

Reinforcement Learning: The Big Picture

In the previous posts of this series, we explored Supervised Learning, where models learn from labeled data, and unsupervised learning, where patterns are discovered without labels. But what if there are no labels, no predefined groups, and no clear ...

MFMuhammad Fahad Bashirinml-diaries-by-fahd.hashnode.dev·Jan 16 · 4 min read

Apriori Algorithm — Learning Association Rules the Simple Way

As part of our unsupervised learning series today, we will talk about a famous algorithm of an association type. While exploring unsupervised learning, I came across the Apriori Algorithm. At first, it sounded complex, but once I broke it down with r...

MFMuhammad Fahad Bashirinml-diaries-by-fahd.hashnode.dev·Jan 12 · 6 min read

PCA Explained Simply: Understanding Dimensionality Reduction

In our previous article on unsupervised learning, we covered a clustering algorithm. Today we will be covering a common algorithm that comes under the category of dimensionality reduction. So, in machine learning, having more data is usually helpful ...