Course Notes - Brandon Zhou
STAT 231 (PDF)
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Course Notes - Brandon Zhou
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CS
CS
CS 240
CS 240
Module 1 Introduction and Asymptotic Analysis
Module 2 Priority Queues
Module 3 Sorting, Average-case and Randomization
Module 4 Dictionaries
Module 5 Other Dictionary Implementations
Module 6 Dictionaries for special keys
Module 7 Dictionaries via Hashing
Module 8 Range-Searching in Dictionaries for Point
Module 9 String Matching
Module 10 Data Compression
Module 11 External Memory
Final Review Quick Notes
CS 241
CS 241
CS 246
CS 246
CS 341
CS 341
Introduction
Solving Recurrence
Divide and Conquer
Midterm
CS 348
CS 348
Module 1 Overview of Data Management
Module 2 The Relational Model
Module 3 Introduction to SQL
Module 4 Advanced SQL
Module 5 Applications Programming and SQL
Module 6 Applications Programming with Dynamic SQL
Module 7 The Entity Relationship Data Model
Module 8 Logical Mapping
Module 9 Data Dependencies and Normal Forms
Module 10 Query Evaluation
Module 11 Transaction and Recovery Management
Module 12 Database Tuning
Extra Notes
CS 349
CS 349
Web Application
JavaScript
TypeScript
Drawing
Input Events
Animation
Widgets
Event Dispatch
Layout
Model View Controller (MVC)
HTML CSS
Visual Design
Text
Undo
Instrumental Interaction
Asynchronous
Declarative
Reactive
Effect
Styling
Accessibility
Study Questions
CS 350
CS 350
Introduction to Operating Systems
Processes
Threads
Synchronization
Virtual Memory
Files and File Systems
Devices
Scheduling
Final Review Short Answer Questions
Questions
CS 451
CS 451
MapReduce
From MapReduce to Spark
Interlude - Scala
Analyzing Text
Analyzing Graphs
Data Mining and Machine Learning
CS 454
CS 454
Introduction
Overview of Computer Networks
Communication Middleware
Distributed File Systems
Introduction to Data Centers
Distributed System Architectures & Models
Server Design
Naming
Synchronization
Mutual Exclusion
Replication
2PC
Raft
Chord
Dynamo
Google File System
Final Exam
CS 456
CS 456
Introduction
Application Layer
Transport Layer
Network Layer Data Plane
Network Layer Control Plane
The Link Layer and LANs
CS 459
CS 459
Security and Privacy
CS 489
CS 489
Words and Morphology
ECON
ECON
ECON 371
ECON 371
Chapter 1 Corporate Finance and the Financial Mana
Chapter 2 Introduction to Financial Statement Anal
Chapter 3 The Valuation Principle The Foundation o
SCI
SCI
SCI 206
SCI 206
Motion
Resonance
Gas
Air Cleaners and Xerox
Electricity
Radio and Television
Microwaves and CDs
Alternate Energy
Rockets and Nuclear Energy
Medical Imaging
STAT
STAT
STAT 231
STAT 231
STAT 341
STAT 341
SYDE
SYDE
SYDE 572
SYDE 572
Topic 1 Math Review
Topic 2 Distance Measures for Pattern Classificati
Topic 3 Probability Measures for Classification
Topic 4 Estimation and Learning
Topic 5 Gaussian Mixture Model, EM (Expectation, M
Topic 6 Non Parametric Estimation & Learning
Topic 7 Clustering
Topic 8 Outliers
Topic 9 Principal Component Analysis
Topic 10 Linear Regression
Topic 11 Linear Classifier
Topic 12 Multilayer Perceptrons
Topic 13 Backpropagation
STAT 231 (PDF)
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