What are Parameters | The Real Meaning Behind Model Sizes | AI Fundamentals Decoded | MIK

☕ Support codestorywithMIK (No Pressure) Education here is 100% free and always will be. If the content helped you and you'd like to support the channel with a coffee: UPI: imammazhar4@ybl -------------------------------------------------- Complete PDF Link - https://github.com/MAZHARMIK/Intervie... Whatsapp Community Link : https://www.whatsapp.com/channel/0029... Hi Everyone, welcome to the 10th video of our brand new Playlist: "AI Fundamentals Decoded" by codestorywithMIK. In our previous videos, we explored the Context Window in LLMs. Whenever we look at open-source AI models or download one from Hugging Face, we constantly see tags like "7B", "8B", or "70B". But what does that "B" actually mean? Does 7 billion parameters mean the model memorized 7 billion facts? In this video, we break down what parameters, weights, and biases actually are using a simple 2-input neural network example and the intuitive "Billions of Tiny Dials" analogy! Video Title : What Does 7B or 70B Actually Mean? | What Are Parameters? | AI Fundamentals Decoded | codestorywithMIK Topic : What Are Model Parameters, Weights, Biases & Model Sizes My DP Concepts Playlist :    • Roadmap for DP | How to Start DP ? | Topic...   My Graph Concepts Playlist :    • Graph Concepts & Qns - 1 : Graph will no m...   My Segment Tree Concepts Playlist :    • Segment Tree | Introduction | Basics | Bui...   My Recursion Concepts Playlist :    • Introduction | Recursion Concepts And Ques...   Trie Playlist -    • Word Search II | Leetcode 212 | Detailed |...   Difference Array Technique: Concepts & Qns :    • Introduction | What | How | Difference Arr...   My Line Sweep Technique Playlist :    • Introduction | What | Why | Line Sweep Tec...   Meet In The Middle : Concepts & Qns :    • Introduction | Meet In The Middle (MITM) |...   Binary Lifting : Concepts & Questions :    • Introduction | Binary Lifting | DP On Tree...   Top K from Sorted Structures Pattern : Concepts & Questions :    • Introduction | Top K from Sorted Structure...   Small Java Dopamine Videos :    • Small Java Dopamine Videos | codestorywithMIK   AI Fundamentals Decoded in 2 minutes : My GitHub Repo for interview preparation : https://github.com/MAZHARMIK/Intervie... Instagram :   / codestorywithmik   Facebook :   / 100090524295846   Twitter :   / cswithmik   Subscribe to my channel :    / @codestorywithmik   ╔═╦╗╔╦╗╔═╦═╦╦╦╦╗╔═╗ ║╚╣║║║╚╣╚╣╔╣╔╣║╚╣═╣ ╠╗║╚╝║║╠╗║╚╣║║║║║═╣ ╚═╩══╩═╩═╩═╩╝╚╩═╩═╝ Video Summary : In this episode, we decode the mystery of parameters in artificial intelligence. We show how an AI model learns via iterative adjustment (predict ➔ compare error ➔ adjust ➔ repeat). Through an easy math walkthrough (inputs × weights + bias), we see what parameters mathematically look like, why models have billions of them, and picture them as fine-tuning dials. We also dispel the myth that parameters equal stored facts and explain why a larger model isn't automatically better for every real-world hardware setup. ✨ Timelines✨ 00:10 Recap of Attention 00:25 7b, 70b models 01:52 Parameters 02:38 Training 05:47 What is LLM Adjusted ? 07:45 Neural Network 11:18 Simplest Analogy 12:44 Things to know 15:37 Ending Notes #MIK #mik #Mik #AI #ArtificialIntelligence #GenerativeAI #GenAI #LLM #LargeLanguageModel #ChatGPT #OpenAI #MachineLearning #DeepLearning #TechEducation #LearnAI #coding #helpajobseeker #easyrecipes #leetcode #leetcodequestionandanswers #leetcodesolution #leetcodedailychallenge #leetcodequestions #leetcodechallenge #india #coding #helpajobseeker #easyrecipes #leetcode #leetcodequestionandanswers #leetcodesolution #leetcodedailychallenge #leetcodequestions #leetcodechallenge #easyexplaination #interview#interviewtips #interviewpreparation #interview_ds_algo #hinglish #github #design #data #google #video #instagram #facebook #leetcode #computerscience #leetcodesolutions #leetcodequestionandanswers #code #learning #algorithms #webdevelopment #softwareengineering #computerscience #pythoncoding #codinglife #coderlife #javascript #datascience #leetcode #leetcodesolutions #leetcodedailychallenge #codinginterview #interviewprep #technicalinterview #interviewtips #interviewquestions #codingchallenges #interviewready #dsa #helpajobseeker #jobseekers #jobsearchtips #careergoals #careerdevelopment #jobhunt #jobinterview #github #learningtogether #codestorywithmik #codestorywithmick #codestorywithmikc #codestorywitmik #codestorywthmik #codstorywithmik #codestorywihmik #codestorywithmiik #codeistorywithmik #codestorywithmk #codestorywitmick #codestorymik #codestorwithmik