Skip to content

TechFlix - Binge Read the Technology

Detailed explanation of self-attention

Type to start searching

TechFlix - Binge Read the Technology

Welcome to TechFlix
About Techflix
DSA
DSA
- Top 20 DSA
  Top 20 DSA
  - Top 20 problem DSA till dec 1
  - Top 20 DSA
High Level System Design
High Level System Design
- High level system design index
- ChatApp
  ChatApp
  - Chat Application
Large Language Models Interview
Large Language Models Interview
- Large Language Models Interview Index
- 01 How to navigate the course
  01 How to navigate the course
  - Navigate the course Free Preview
- 02 Prompt Engineering basics of LLM
  02 Prompt Engineering basics of LLM
- 03 Retrieval augmented generation RAG Systems
  03 Retrieval augmented generation RAG Systems
- 04 Data Chunking
  04 Data Chunking
- 05 Embedding Model
  05 Embedding Model
- 06 Vector DB
  06 Vector DB
- 07 Search
  07 Search
- 08 Large Language Models
  08 Large Language Models
- 09 Supervise Fine tuning SFT LLM
  09 Supervise Fine tuning SFT LLM
- 10 Deployment
  10 Deployment
- 11 Hallucination
  11 Hallucination
- 12 Evaluation
  12 Evaluation
- 13 Agents
  13 Agents
- 14 Prompt Hacking
  14 Prompt Hacking
- 15 Preference Alignment in LLMs
  15 Preference Alignment in LLMs
- 16 Miscellaneous
  16 Miscellaneous
- 17 Case Studies
  17 Case Studies
  - Case Study 1: LLM Chat Assistant with dynamic context
  - Case Study 2: Prompting Techniques
Low Level System Design
Low Level System Design
- Low Level System Design Index
- Chess - Low Level System Design
- Splitwise - Low Level System Design
- Consolidate LLD
  Consolidate LLD
  - 1.ChessLLD
MTech
MTech
- MTech Subjects
- Semester 1
  Semester 1
  - AI
    AI
    
    Problem Solving Agent Using Search
  - MFML
    MFML
    
    Bayes Theorem Example
    
    Bayes basic
    
    Identifying Components of Bayes' Theorem
    
    Matrices
    
    SVD
    
    System of linear equation
    
    Vector Norms
    
    Vector space
  - Math Foundation
    Math Foundation
    
    Syllabus
    
    Vectors Matrices
    
    Systems of Linear Equations and Their Solutions
    
    Eigenvalues and Eigenvectors
    
    Multivariate Calculus
    
    4 Multivatiate calculus
    
    Gradient Descent
    
    tochastic Gradient Descent (SGD)
    
    Optimization for Support Vector Machines (SVM)
  - Maths
    Maths
    
    ExamPapers
    
    Previous Year paper
  - Python for MLAI
    Python for MLAI
    
    ClassNotes
    ClassNotes
    
    Session 1
    Session 1
    
    Session 1
    
    Session 2
    Session 2
    
    Session 2
    
    Session 3
    Session 3
    
    Session 3
    
    Session 3.1 : Functions in Python
  - Statistics
    Statistics
    
    1 Statistics
    
    3 mean
    
    Lecture1
MachineLearningRoadmap
MachineLearningRoadmap
- MachineLearningRoadmap
Projects
Projects
- Generative-System-Design

Detailed explanation of self-attention#

Content for Detailed explanation of self-attention goes here.

Disadvantages of self-attention and solutions