Day 6 of Learning AI
@100xDevs AI & ML Bootcamp
• Query , key , value (QKV)
• Computation of QKV
• The Attention formula
• Softmax
• HeatMap logic
• Context focus
• Multi head attention
Courtesy:@rishabh10x#AI#ML#100xDevs#LearningInPublic
Day 5 of Learning AI
@100xDevs AI & ML Bootcamp
• How positional pattern works
• The core of transformer
• Self-Attention
• Solving Ambiguity
• Semantic Context
• The engine of Context
• The intuition of attention
Courtesy:@rishabh10x#AI#ML#100xDevs#LearningInPublic
Day 4 of Learning AI
@100xDevs AI & ML Bootcamp
• The character & word level approach
• Subwords Solution
• BPE
• Why tokenization matters
• Concept of embeddings
• The Problem of sequence
• Positional encoding
Courtesy:@rishabh10x#AI#ML#100xDevs#LearningInPublic
Day 3 of Learning AI
@100xDevs AI & ML Bootcamp
• The Activation Function Menu
• Sigmoid,tanh,ReLU
• The Loss Function
• Back Propogation
• Learning Rate
• Gradient Descent
• The training loop
• The XOR Problem
Courtesy:@rishabh10x#AI#ML#100xDevs#LearningInPublic
Day 1 of Learning AI
@100xDevs AI & ML Bootcamp
Learned about:
• Basics of dimensions & vectors
• Words as positions in vector space
• Word math
• Sequence models
• The idea behind Transformers
Courtesy: @rishabh10x#AI#MachineLearning#100xDevs#LearningInPublic
@Cockroach4India it's really an alarming issue.
@HemantSorenJMM sir , please make strict laws for these issues and ensure timely and fair completion of state pcs and jssc exams