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- http://www.youtube.com/watch?v=jpbxwPcVV-4
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- Week 1
- lec1
- https://www.youtube.com/watch?v=WdFrWzyYoQg
- https://www.youtube.com/watch?v=jGQZlWWXBQQ
- https://www.youtube.com/watch?v=11z8XCDvC3Q
- https://www.youtube.com/watch?v=g4uT2pXnwxc
- https://www.youtube.com/watch?v=f3TskgnL_3U
- lec2
- https://www.youtube.com/watch?v=9rVsdCMxeiA
- https://www.youtube.com/watch?v=2Y5CrREsJ-4
- https://www.youtube.com/watch?v=Mdxr2ooxLfA
- https://www.youtube.com/watch?v=qA24CgJ1Zc8
- https://www.youtube.com/watch?v=la7qhtQ2QKQ
- https://www.youtube.com/watch?v=dioRzS_GaQE
- https://www.youtube.com/watch?v=FMGal3lXcjw
- week 2
- lec3
- https://www.youtube.com/watch?v=Y0lczs-_w-I
- https://www.youtube.com/watch?v=sViMNECYhZs
- https://www.youtube.com/watch?v=hI10vDNYz4M
- https://www.youtube.com/watch?v=9VqKk8cn6Cg
- https://www.youtube.com/watch?v=jq7Sujh5uDA
- https://www.youtube.com/watch?v=pGd3WqZK4Cg
- https://www.youtube.com/watch?v=Zoy7t4LbAPY
- https://www.youtube.com/watch?v=IRxsjPGh1oQ
- lec4
- https://www.youtube.com/watch?v=vmz9pVWI2S4
- https://www.youtube.com/watch?v=zhKN60gDjk8
- https://www.youtube.com/watch?v=jJqP3ZUSy5E
- https://www.youtube.com/watch?v=o8tmvzs6F4Q
- https://www.youtube.com/watch?v=qic9_yRWj5U
- https://www.youtube.com/watch?v=CsQrTLde-dM
- https://www.youtube.com/watch?v=mylsICZfBpo
- https://www.youtube.com/watch?v=wq8v7M3Szr0
- week 3
- lec5
- https://www.youtube.com/watch?v=MYWHjQwUhLg
- https://www.youtube.com/watch?v=VpZmjyZjuGc
- https://www.youtube.com/watch?v=YqB_bjIxt7s
- https://www.youtube.com/watch?v=hLNAD_xwk8w
- https://www.youtube.com/watch?v=jA4c7eFI3Tc
- https://www.youtube.com/watch?v=y2AQj3Iz3jE
- https://www.youtube.com/watch?v=l3sos0KXuWM
- https://www.youtube.com/watch?v=pDO1qq1y4ko
- https://www.youtube.com/watch?v=_QfkZsQhkLk
- https://www.youtube.com/watch?v=lpPKRBDPxQI
- lec6
- https://www.youtube.com/watch?v=vmz9pVWI2S4
- https://www.youtube.com/watch?v=U4izeHzdePo
- https://www.youtube.com/watch?v=c2NJdt8_SLA
- https://www.youtube.com/watch?v=SXivpzJ9L48
- https://www.youtube.com/watch?v=DW45_tgatfc
- https://www.youtube.com/watch?v=5xauAhoOsNI
- week 4
- lec7
- https://www.youtube.com/watch?v=LxI8Mko_MKs
- https://www.youtube.com/watch?v=xnhi9-ud_vI
- https://www.youtube.com/watch?v=f2655NqIYtA
- https://www.youtube.com/watch?v=l8Hw2V1tXmc
- https://www.youtube.com/watch?v=EeGAH_Es_7s
- https://www.youtube.com/watch?v=j-d7-5lWcT4
- https://www.youtube.com/watch?v=euWTTA4YPaY
- https://www.youtube.com/watch?v=4cz7_-_VlmI
- lec8
- https://www.youtube.com/watch?v=j9as5xwUwA8
- https://www.youtube.com/watch?v=Rjk7yfFQCPI
- https://www.youtube.com/watch?v=AU66NP1kQm0
- https://www.youtube.com/watch?v=yeJJdf1sf7Y
- https://www.youtube.com/watch?v=--7OF8BOElA
- week 5
- lec9
- https://www.youtube.com/watch?v=jL4wZ8-RjTs
- https://www.youtube.com/watch?v=ZP_Q0vU-wU8
- https://www.youtube.com/watch?v=WqKqfr_tX0Y
- https://www.youtube.com/watch?v=G0qUN3eTqlo
- https://www.youtube.com/watch?v=O1Is56hu4EU
- https://www.youtube.com/watch?v=0b0bWcbQmFk
- https://www.youtube.com/watch?v=O74Bw-NcCkY
- https://www.youtube.com/watch?v=bGWgqvhUfPU
- https://www.youtube.com/watch?v=iw4BEqvvgiw
- week 6
- lec10
- https://www.youtube.com/watch?v=dEgc80Stfv8
- https://www.youtube.com/watch?v=CqeyFtxCqqE
- https://www.youtube.com/watch?v=hPnWQRQAEko
- https://www.youtube.com/watch?v=AG8_Qw5kS_0
- https://www.youtube.com/watch?v=sLycGWeSwPE
- https://www.youtube.com/watch?v=tyESRmeZK1E
- https://www.youtube.com/watch?v=oNn-NRjBP2U
- lec11
- https://www.youtube.com/watch?v=8ArBqJwU8M0
- https://www.youtube.com/watch?v=XLjNHjfVdhs
- https://www.youtube.com/watch?v=3a2rB3LhRjo
- https://www.youtube.com/watch?v=oMr9PpDodl8
- week 7
- lec12
- https://www.youtube.com/watch?v=kH_icrqrRzs
- https://www.youtube.com/watch?v=DtPyN40SjaA
- https://www.youtube.com/watch?v=kpa7QyOtIHI
- https://www.youtube.com/watch?v=bGx4MAxsVuI
- https://www.youtube.com/watch?v=xP87Epe8_5Y
- lec13
- https://www.youtube.com/watch?v=FylxGyUzB7g
- https://www.youtube.com/watch?v=cHpto4Yc45o
- https://www.youtube.com/watch?v=R4uDE45cYI4
- https://www.youtube.com/watch?v=Zi3q2FB1fDo
- week 8
- lec14
- https://www.youtube.com/watch?v=r-lL6JT665g
- https://www.youtube.com/watch?v=49xW1lvvUtQ
- https://www.youtube.com/watch?v=B03dhB-YmMM
- https://www.youtube.com/watch?v=nUQtUX3zDoU
- week 9
- lec15
- https://www.youtube.com/watch?v=ADB7EXNTVqs
- https://www.youtube.com/watch?v=Ys5yKRESAOw
- https://www.youtube.com/watch?v=oGvdcAgHYxA
- https://www.youtube.com/watch?v=ky6rSZOoBws
- lec16
- https://www.youtube.com/watch?v=pv1TnTohJo8
- https://www.youtube.com/watch?v=flilzpxT3Pc
- https://www.youtube.com/watch?v=fwEyyCo5dxo
- https://www.youtube.com/watch?v=9vRUxbzJZ9Y
- https://www.youtube.com/watch?v=Zr_xWfThjJ0
- https://www.youtube.com/watch?v=CZ-pBiV9c1c
- week 10
- lec17
- https://www.youtube.com/watch?v=8iQAhz7rzVs
- https://www.youtube.com/watch?v=FP4Hw1IEWCA
- https://www.youtube.com/watch?v=SQUNkr4bQyQ
- https://www.youtube.com/watch?v=yBRf7ajFSTU
- https://www.youtube.com/watch?v=lcDQ7GqlS-M
- https://www.youtube.com/watch?v=YdT6gL3Cpss
- week 11
- lec18
- https://www.youtube.com/watch?v=mExCdX2EPyY
- https://www.youtube.com/watch?v=nf-d1FFE-bE
- https://www.youtube.com/watch?v=BXfWJbn8gKQ
- https://www.youtube.com/watch?v=i8fuPLQCW5A
- https://www.youtube.com/watch?v=NDAb2bewzbI
- lec19
- https://www.youtube.com/watch?v=3nWlFHGKNAk
- https://www.youtube.com/watch?v=mTsArBWQbhs
- https://www.youtube.com/watch?v=1jnF2wBDvHg
- https://www.youtube.com/watch?v=OHsF77_yufc
- https://www.youtube.com/watch?v=kYJj0I4YMHQ
- https://www.youtube.com/watch?v=0bdP3Muy_kU
- https://www.youtube.com/watch?v=fgrbzv_HQeE
- week 12
- lec20
- https://www.youtube.com/watch?v=9i-VL98AuEY
- https://www.youtube.com/watch?v=BQMz9FUnJj0
- https://www.youtube.com/watch?v=ftu1cc1A8q8
- https://www.youtube.com/watch?v=-3BEW8PBdhk
- lec21
- https://www.youtube.com/watch?v=_FbKIp-6YzY
- https://www.youtube.com/watch?v=NJ-Dw7uiitE
- https://www.youtube.com/watch?v=kbrZtHI5CSo
- https://www.youtube.com/watch?v=bckOwpozezo
- https://www.youtube.com/watch?v=GometKBrL7E
- week 13
- lec22
- https://www.youtube.com/watch?v=mB26qQckcHc
- https://www.youtube.com/watch?v=bqmKVKr4rGI
- https://www.youtube.com/watch?v=UreW8x38Z2Y
- lec23
- https://www.youtube.com/watch?v=MJ4baVLD4uU
- https://www.youtube.com/watch?v=5DgYyaBb21k
- https://www.youtube.com/watch?v=PkWUiKtz_DA
- https://www.youtube.com/watch?v=tJMrTNDdsR8
- https://www.youtube.com/watch?v=yml22-pGOc4
- week 14
- lec24
- https://www.youtube.com/watch?v=LYbCruklFEQ
- https://www.youtube.com/watch?v=FQI929r5TTs
- https://www.youtube.com/watch?v=gAj5vgOzJB0
- <--
- Name list
- -->
- Introduction
- Basics of Computation
- Types of Knowledge
- Basic Machine Architecture
- Programming Language Characteristics
- Introduction
- Types of Programming Languages
- Python Objects
- Variables and Naming
- Strings
- Simple Scripts
- Branching Programs
- Introduction
- Iteration
- Guess and Check Algorithms
- Loop Mechanisms
- Floating Point Accuracy
- Approximation Methods
- Bisection Search
- Newton-Raphson Root Finding
- Introduction
- Creating Functions
- Environments
- Computing Powers as an Example
- Understanding Variable Binding
- How Environments Separate Variable Bindings
- Understanding Root Finding
- Modules
- Introduction
- Iterative Algorithms
- Recursive Algorithms
- Using Environments to Understand Recursion
- Inductive Reasoning
- Factorial
- Towers of Hanoi
- Fibonacci
- Recursion on Strings
- Global Variables
- Introduction
- Tuples
- Lists
- Operations on Lists
- Functions as Objects
- Dictionaries
- Lecture 7 Introduction
- Testing and Debugging
- Test Suites
- Black-box Testing
- Glass-box Testing
- Test Drivers and Stubs
- Debugging
- Debugging as Search
- Lecture 8 Introduction
- Measuring Complexity
- Asymptotic Notation
- Complexity Classes
- Comparing Complexity Classes
- Lecture 9 Introduction
- Search Algorithms
- Binary Search
- Selection Sort Demo
- Selection Sort
- Amortized Cost Analysis - TA Demo
- Merge Sort Demo
- Merge Sort
- Hashing
- Exceptions
- Object Oriented Programming Overview
- Classes: User-Defined types
- Example Class: a Set of Integers
- Using Inheritance: Special Methods
- Using Inheritance: Subclasses to Extend Behavior
- Using Inheritance: Designing a Class Hierarchy
- Review of Classes
- Example Class: A Gradebook
- Generators
- Example Class: Mortgage
- Lecture 12 Introduction
- Introduction to Plotting in Pylab
- Default Keywords - TA Video
- More on Pylab Plotting
- Plotting Mortgages
- Random Walks
- Drunken Walks
- Drunken Tests
- Drunken Simulations
- Rolling A Die
- Introduction to Hashing
- Using Hashing to Look Up Information
- The Monte Carlo Method
- Lecture 15 Introduction
- Law of Large Numbers
- How Much is Enough?
- Standard Deviations and Histograms
- Normal Distributions
- Uniform and Exponential Distributions
- The Monty Hall Problem
- More on the Monty Hall Problem
- Fun Clip from the movie 21
- Estimating Pi
- Understanding Experimental Data
- Errors in Experimental Observations
- Curve Fitting: Finding a Model That Fits the Observations
- Which Curve Should We Pick?
- 'Goodness' of Fit
- Using a Model for Predictions
- Introduction to Optimization Problems
- 0/1 Knapsack Problem
- The Greedy Algorithm
- Finding the Optimal Solution
- Expected Run Times
- Graph Introduction
- Graph Implementation
- Simple Depth-First Search
- Depth-First Search
- Shortest-Path Depth-First Search
- Breadth-First Search
- Weighted Graphs
- Implicit Graph Search
- Implicit Graph Implementation
- Maximal Cliques
- Maximal Clique Solution
- Another Look At Optimization Problems
- Memoization
- 0/1 Knapsack Problem
- Finding Line Breaks
- Sequence Alignment
- Misusing Statistics
- Garbage In, Garbage Out
- Data Enhancement
- Computation and Medicine
- Randomness in Computation
- Programming a Robot
- Column Oriented Database
- 3D Computer Graphics
- Computational Thinking
- Summary of 6.00x Topics
- Your Growth and Future
- <--
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