Pablo's Reference Notes
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Customer Research
Main
Mechanics
Untitled
entrepeneurship
The Mom Test
frameworks
NextJS
Building with NextJS
Authentication
Caching
Configuring
Data Fetching
Deploying
Optimizing
Rendering
Routing
Styling
Testing
Upgrading
NextJS Architecture
Building with NextjS
Intro
prisma
Prisma
React
Interactivity
Defining Events
Fundamentals of State
How React Handles State
State Update Operations
Managing State
Communicating State
Input and State
Structuring State with components
React
Custom Hooks
Effects
Refs
Built-in APIs
Built-in Components
Built-in Hooks
DOM
fundamentals
Auth
Designing Data Intensive Applications
Data
Data models + Query Languages
Encoding + Evolution
Foundations
Storage and Retrieval
Derived Data
Batch Processing
Future of Data Systems
Stream Processing
Untitled
Distributed Data
Consistency and Consensus
Partitioning
Replication
The Trouble with Distributed Systems
Transactions
Networking
Browser APIs and Networking
Primer on Browser Networking
Server-Sent Events (SSE)
WebRTC
WebSocket
XMLHttpRequest
HTTP
Brief history of HTTP Blocks of TCP
HTTP 1.X
HTTP 2.0
Optimizing Application Delivery
Primer on Web Performance
Networking 101
Building Blocks of TCP
Building Blocks of UDP
Latency and Bandwidth
Transport Layer Security (TLS)
Performance of Wireless Networks
Introduction to Wireless Networks
Mobile Networks
Optimizing for Mobile Networks
WiFi
SQL
languages
Python3.12
Typescript
ml
Computer Vision
Applications
3D
Generative Models
Instance Segmentation
Object Detection
Self-Supervised Learning
Semantic Segmentation
Video Understanding
Visualization and understanding
Practical Assignments
Classifiers
CNNs + NNs
GANs
Image captioning with RNNs
Image captioning with Transformers
Intro to PyTorch
Self Supervised Image Classification
Final project
Implementations
Cuda
Compute architecture and 4 scheduling
Heterogeneous Data Parallel Computing
Intro to parallel computing
Modern Deep Learning Principles
Natural Language Processing
Applications
Code Generation
Multimodal
Natural Language Generation
Pretraining
Question Answering
Linguistics
Constituency Parsing
Coreference Resolution
Dependency Parsing
Linguistics of Langauge Models
Word Vectors
Practical Assignments
Word2Vec
Unique Architectures
ConvNets + TRNNs
RNNs
1- Interpreting
Final Project
Implementations
Overview
PyTorch
Reinforcement Learning
Inverse Reinforcement Learning
Terms
Sample first page
Structuring State (within
out components)
CNNs + NNs 2
Pablo- Q4 2023
W24 Accounts
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