Free Online Lectures and Courses for Computer Science
83 Courses
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iPad and iPhone App Development
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Local Area Networks
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Machine Learning
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The Motivation & Applications of Machine Learning
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An Application of Supervised Learning - Autonomous Deriving
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The Concept of Underfitting and Overfitting
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Newton's Method
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Discriminative Algorithms
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Multinomial Event Model
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Optimal Margin Classifier
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Kernels
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Bias/variance Tradeoff
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Uniform Convergence - The Case of Infinite H
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Bayesian Statistics and Regularization
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The Concept of Unsupervised Learning
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Mixture of Gaussian
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The Factor Analysis Model
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Latent Semantic Indexing (LSI)
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Applications of Reinforcement Learning
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Generalization to Continuous States
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State-action Rewards
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Advice for Applying Machine Learning
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Partially Observable MDPs (POMDPs)
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Machine Learning
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Machine Structures
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Machine Structures Course Introduction
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Number Representation
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Introduction to C: Basic Language Elements
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MIPS lw,sw, Desions I
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MIPS Decisions II
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MIPS Instruction Format I
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MIPS Instruction Format II
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MIPS Procedures I
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MIPS Procedures II and Logic Ops
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Memory Hierarchy: Direct Mapped Caches
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Memory Hierarchy: Cache-Memory Interface
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Memory Hierarchy: Cache Performance
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Floating Points
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Datacenters and Cloud Computers
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Data Level Parallelism: F
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Data Level Parallelism: I
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Thread Level Parallelism
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Thread Level Parallelism 1
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Transistors to Gates
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Multiplexers and ALUs
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Single Cycle CPU Datapath
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Single Cycle CPU Datapath 1
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Single Cycle CPU Datapath 2
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Instruction Level Paralle
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Instruction Level Paralle 1
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Instruction Level Paralle 2
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Set-Associative Caches: N
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C Malloc and Free
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Virtual Memory
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Traps, Virtual Machines
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Virtual Memory - continue
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Economics of Cloud Computers
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Anatomy of a Modern Micro Computers
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Programming Contest Result
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Cal Cultural Heritage Course
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Mathematics for Computer Science
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Medical Artificial Intelligence
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Network and Computer Security
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Network Security
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Networks, Complexity and Its Applications
