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  1. Урок 1. 00:04:19
    Introduction
  2. Урок 2. 00:02:07
    How is Quantum Computing Different?
  3. Урок 3. 00:02:09
    Quantum Physics Through Photon Polarization 1
  4. Урок 4. 00:07:44
    Quantum Physics Through Photon Polarization 2
  5. Урок 5. 00:02:15
    Quantum Physics Through Photon Polarization 3
  6. Урок 6. 00:03:15
    Quantum Physics Through Photon Polarization 4
  7. Урок 7. 00:02:40
    Quantum Physics Through Photon Polarization 5
  8. Урок 8. 00:01:34
    Quantum Physics Through Photon Polarization 6
  9. Урок 9. 00:03:53
    Quantum Physics Through Photon Polarization 7
  10. Урок 10. 00:01:41
    Quantum Physics Through Photon Polarization 8
  11. Урок 11. 00:01:33
    Quantum Physics Through Photon Polarization 9
  12. Урок 12. 00:04:08
    Quantum Physics Through Photon Polarization 10
  13. Урок 13. 00:01:56
    Quantum Physics Through Photon Polarization 11
  14. Урок 14. 00:05:06
    Quantum Physics Through Photon Polarization 12
  15. Урок 15. 00:01:31
    Quantum Physics Through Photon Polarization 13
  16. Урок 16. 00:00:46
    Quantum Physics Through Photon Polarization 14
  17. Урок 17. 00:04:44
    Boolean Algebra
  18. Урок 18. 00:07:10
    Boolean Variables and Operators
  19. Урок 19. 00:03:18
    Truth Tables
  20. Урок 20. 00:01:23
    Logic Gates
  21. Урок 21. 00:00:53
    Logic Circuits
  22. Урок 22. 00:00:59
    AND Gate
  23. Урок 23. 00:00:52
    OR Gate
  24. Урок 24. 00:01:04
    NOT Gate
  25. Урок 25. 00:01:36
    Multiple Input Gates
  26. Урок 26. 00:02:00
    Equivalent Circuits 1
  27. Урок 27. 00:01:00
    Equivalent Circuits 2
  28. Урок 28. 00:02:57
    Universal Gate NAND
  29. Урок 29. 00:02:18
    Exclusive OR
  30. Урок 30. 00:02:04
    XOR for Assignment
  31. Урок 31. 00:02:41
    XOR of Bit Sequences 1
  32. Урок 32. 00:04:23
    XOR of Bit Sequences 2
  33. Урок 33. 00:01:51
    Introduction to Cryptography
  34. Урок 34. 00:02:35
    Cryptography with XOR
  35. Урок 35. 00:02:36
    Shared Secret
  36. Урок 36. 00:01:26
    Importance of Randomness
  37. Урок 37. 00:05:35
    Breaking the Code
  38. Урок 38. 00:05:09
    Introduction to Probability
  39. Урок 39. 00:01:43
    Probability of a Boolean Expression
  40. Урок 40. 00:03:02
    Mutually Exclusive Events
  41. Урок 41. 00:01:17
    Independent Events
  42. Урок 42. 00:02:25
    Manipulating Probabilities With Algebra
  43. Урок 43. 00:00:54
    P (Mutually Exclusive Events)
  44. Урок 44. 00:01:18
    P (Independent Events)
  45. Урок 45. 00:02:01
    Complete Set of MutEx Events
  46. Урок 46. 00:01:37
    P ( A OR B )
  47. Урок 47. 00:00:52
    Examples 1
  48. Урок 48. 00:07:54
    Examples 2
  49. Урок 49. 00:03:57
    P ( Bit Values )
  50. Урок 50. 00:01:28
    Analysis With Venn Diagrams
  51. Урок 51. 00:00:54
    Venn Diagram : P (A AND B)
  52. Урок 52. 00:01:10
    Venn Diagram : P (A OR B)
  53. Урок 53. 00:00:35
    Venn Diagram : P ( NOT A )
  54. Урок 54. 00:02:43
    Examples 1
  55. Урок 55. 00:02:36
    Examples 2
  56. Урок 56. 00:02:07
    Conditional Probability
  57. Урок 57. 00:01:29
    Examples
  58. Урок 58. 00:01:22
    Introduction to Statistics
  59. Урок 59. 00:01:34
    Random Variables
  60. Урок 60. 00:04:21
    Mapping Random Variables
  61. Урок 61. 00:01:50
    Mean, Average, Expected Value, ...
  62. Урок 62. 00:02:24
    Example 1
  63. Урок 63. 00:01:38
    Example 2
  64. Урок 64. 00:01:47
    Beyond Mean
  65. Урок 65. 00:03:51
    Standard Deviation
  66. Урок 66. 00:04:16
    Examples
  67. Урок 67. 00:02:54
    Combinations of Random Variables
  68. Урок 68. 00:02:37
    Correlation
  69. Урок 69. 00:06:20
    Analysis of Correlation
  70. Урок 70. 00:05:08
    Introduction to Complex Numbers
  71. Урок 71. 00:04:53
    Imaginary i
  72. Урок 72. 00:01:55
    Addition
  73. Урок 73. 00:01:09
    Subtraction
  74. Урок 74. 00:00:56
    Multiplication by a Real
  75. Урок 75. 00:00:42
    Division by a Real
  76. Урок 76. 00:02:31
    Complex Multiplication
  77. Урок 77. 00:01:27
    Examples
  78. Урок 78. 00:01:38
    Complex Conjugates
  79. Урок 79. 00:02:14
    Squared Magnitude
  80. Урок 80. 00:03:02
    Complex Division
  81. Урок 81. 00:01:13
    Examples
  82. Урок 82. 00:02:16
    Euler's Formula
  83. Урок 83. 00:02:45
    Polar Form
  84. Урок 84. 00:02:44
    Examples
  85. Урок 85. 00:03:25
    Fractional Powers
  86. Урок 86. 00:01:32
    Complex Cube Roots of 1
  87. Урок 87. 00:01:30
    Square Root of i
  88. Урок 88. 00:03:01
    2D Coordinates
  89. Урок 89. 00:01:39
    Matrices
  90. Урок 90. 00:02:14
    Matrix Dimensions
  91. Урок 91. 00:01:43
    Matrix Addition
  92. Урок 92. 00:01:13
    Matrix Subtraction
  93. Урок 93. 00:01:13
    Scalar Multiplication
  94. Урок 94. 00:07:41
    Matrix Multiplication
  95. Урок 95. 00:01:00
    Examples 1
  96. Урок 96. 00:00:42
    Examples 2
  97. Урок 97. 00:01:00
    3x3 Example
  98. Урок 98. 00:00:34
    Exercises
  99. Урок 99. 00:00:58
    More Multiplications
  100. Урок 100. 00:02:07
    When is Multiplication Possible?
  101. Урок 101. 00:01:24
    Example
  102. Урок 102. 00:01:53
    Not Commutative
  103. Урок 103. 00:01:26
    Associative and Distributive
  104. Урок 104. 00:02:23
    Dimension of Result
  105. Урок 105. 00:01:04
    Odd Shaped Matrices
  106. Урок 106. 00:01:02
    Examples
  107. Урок 107. 00:01:48
    Outer Product
  108. Урок 108. 00:00:22
    Exercise
  109. Урок 109. 00:01:44
    Inner Product
  110. Урок 110. 00:00:42
    Exercises
  111. Урок 111. 00:02:17
    Identity Matrix
  112. Урок 112. 00:02:47
    Matrix Inverse
  113. Урок 113. 00:01:22
    Transpose
  114. Урок 114. 00:01:01
    Transpose Examples
  115. Урок 115. 00:01:17
    Transpose of Product
  116. Урок 116. 00:01:20
    Complex Conjugate of Matrices
  117. Урок 117. 00:01:08
    Adjoint
  118. Урок 118. 00:01:46
    Unitary
  119. Урок 119. 00:01:09
    Hermitian
  120. Урок 120. 00:01:38
    Hermitian and Unitary
  121. Урок 121. 00:00:58
    Why Hermitian or Unitary ?
  122. Урок 122. 00:04:51
    Vectors and Transformations
  123. Урок 123. 00:01:53
    Rotation in 2D
  124. Урок 124. 00:04:00
    Special Directions
  125. Урок 125. 00:04:36
    Eigen Vectors and Eigen Values
  126. Урок 126. 00:02:59
    More Eigen Vectors
  127. Урок 127. 00:02:25
    Photons
  128. Урок 128. 00:04:11
    Photon Polarization
  129. Урок 129. 00:03:27
    Experiments with Photon Polarization
  130. Урок 130. 00:01:27
    No-Cloning Theorem
  131. Урок 131. 00:02:26
    Encoding with XOR
  132. Урок 132. 00:01:46
    Encryption with Single-Use Shared-Secrets
  133. Урок 133. 00:04:55
    Encoding Data in Photon Polarization
  134. Урок 134. 00:04:32
    Making the Protocol Secure
  135. Урок 135. 00:01:47
    Exchanging Polarization Angles
  136. Урок 136. 00:01:26
    Why is the BB84 protocol secure?
  137. Урок 137. 00:01:08
    Analysis
  138. Урок 138. 00:00:59
    Modeling Physics with Math
  139. Урок 139. 00:02:18
    Subtractive Probabilities Through Complex Numbers
  140. Урок 140. 00:00:56
    Modeling Superposition Through Matrices
  141. Урок 141. 00:00:53
    Overview of Math Model
  142. Урок 142. 00:01:09
    Introduction to Spin States
  143. Урок 143. 00:02:12
    Basis
  144. Урок 144. 00:02:28
    Column Matrix Representation of Quantum State
  145. Урок 145. 00:02:19
    State Vector
  146. Урок 146. 00:01:40
    Experiments with Spin 1
  147. Урок 147. 00:03:34
    Experiments with Spin 2
  148. Урок 148. 00:01:45
    Experiments with Spin 3
  149. Урок 149. 00:04:58
    Analysis of Experiments 1
  150. Урок 150. 00:00:48
    Analysis of Experiments 2
  151. Урок 151. 00:02:01
    Analysis of Experiments 3
  152. Урок 152. 00:01:45
    Dirac Bra-Ket Notation 1
  153. Урок 153. 00:01:21
    Dirac Bra-Ket Notation 2
  154. Урок 154. 00:01:22
    More Experiment Analysis 1
  155. Урок 155. 00:05:01
    More Experiment Analysis 2
  156. Урок 156. 00:02:49
    On Random Behavior
  157. Урок 157. 00:01:57
    Irreversible Transformations: Measurement
  158. Урок 158. 00:02:53
    Reversible State Transformations
  159. Урок 159. 00:02:28
    Analyzing Multi-Qubit Systems
  160. Урок 160. 00:04:25
    Entanglement
  161. Урок 161. 00:05:05
    Installing Java and Running the Simulators
  162. Урок 162. 00:01:37
    Launching the Superposition Simulator
  163. Урок 163. 00:01:40
    Classical Photon
  164. Урок 164. 00:02:19
    Quantum Photon
  165. Урок 165. 00:02:23
    No Cloning
  166. Урок 166. 00:01:57
    No Cloning 2
  167. Урок 167. 00:00:38
    Measurement is Irreversible
  168. Урок 168. 00:00:49
    Deterministic vs Probabilistic
  169. Урок 169. 00:04:07
    Running the Simulator
  170. Урок 170. 00:03:35
    Superposition 1
  171. Урок 171. 00:02:19
    Superposition 2
  172. Урок 172. 00:01:11
    Measurement and Superposition
  173. Урок 173. 00:02:00
    Two Photon Systems
  174. Урок 174. 00:02:05
    Entanglement
  175. Урок 175. 00:06:00
    Simulating Entanglement 1
  176. Урок 176. 00:03:42
    Simulating Entanglement 2
  177. Урок 177. 00:03:28
    Simulating Entanglement 3
  178. Урок 178. 00:03:23
    Simulating Entanglement 4
  179. Урок 179. 00:02:05
    Independent Photons
  180. Урок 180. 00:03:31
    Effect of Measurement
  181. Урок 181. 00:03:30
    Quantum Circuits
  182. Урок 182. 00:01:41
    Fanout
  183. Урок 183. 00:01:13
    Uncomputing
  184. Урок 184. 00:02:18
    Reversible Gates
  185. Урок 185. 00:02:00
    Quantum NOT
  186. Урок 186. 00:01:48
    Other Single Qubit Gates
  187. Урок 187. 00:02:21
    CNOT Gate
  188. Урок 188. 00:03:01
    CCNOT: Toffoli Gate
  189. Урок 189. 00:01:29
    Universal Gate
  190. Урок 190. 00:00:44
    Fredkin Gate
  191. Урок 191. 00:02:04
    Effects of Superposition and Entanglement on Quantum Gates
  192. Урок 192. 00:03:14
    Installing Q#
  193. Урок 193. 00:01:20
    Q# Simulation Architecture
  194. Урок 194. 00:01:05
    Q# Controller
  195. Урок 195. 00:01:58
    Q# Execution Model
  196. Урок 196. 00:04:04
    Measuring Superposition States
  197. Урок 197. 00:00:43
    Overview of 4-Qubit Simulation Framework
  198. Урок 198. 00:02:02
    Set Operation
  199. Урок 199. 00:04:03
    Iterative Measurement
  200. Урок 200. 00:01:44
    Verifying Output after Initialization - 1
  201. Урок 201. 00:01:38
    Verifying Output after Initialization - 2
  202. Урок 202. 00:01:26
    NOT Operation
  203. Урок 203. 00:01:28
    Superposition
  204. Урок 204. 00:01:10
    SWAP
  205. Урок 205. 00:00:53
    CNOT
  206. Урок 206. 00:00:57
    Significance of Superposition and Entanglement
  207. Урок 207. 00:01:50
    Effect of Superposition on Quantum Gates
  208. Урок 208. 00:01:00
    Toffoli Gate: General Configuration
  209. Урок 209. 00:00:54
    Toffoli Configured as NOT
  210. Урок 210. 00:00:41
    Toffoli Configured as AND
  211. Урок 211. 00:01:09
    Toffoli Configured as Fanout
  212. Урок 212. 00:02:07
    IBM Quantum Experience
  213. Урок 213. 00:02:08
    What is Qiskit ?
  214. Урок 214. 00:05:35
    Installing Python and Qiskit
  215. Урок 215. 00:03:12
    Interactive Python
  216. Урок 216. 00:01:56
    Jupyter Notebooks
  217. Урок 217. 00:01:59
    Spyder Python IDE
  218. Урок 218. 00:04:35
    Variables and Assignment
  219. Урок 219. 00:02:02
    Data Types
  220. Урок 220. 00:01:17
    Operators
  221. Урок 221. 00:00:35
    Type Conversion
  222. Урок 222. 00:02:45
    Strings
  223. Урок 223. 00:04:18
    Lists
  224. Урок 224. 00:03:23
    Dictionaries
  225. Урок 225. 00:07:04
    Loops
  226. Урок 226. 00:00:57
    Decisions
  227. Урок 227. 00:00:42
    Functions
  228. Урок 228. 00:01:47
    Object Oriented Programming
  229. Урок 229. 00:01:06
    Exceptions
  230. Урок 230. 00:02:59
    Modules
  231. Урок 231. 00:01:58
    Quantum Circuits 1
  232. Урок 232. 00:01:58
    Quantum Circuits 2
  233. Урок 233. 00:02:22
    Quantum Circuits 3
  234. Урок 234. 00:02:49
    Quantum Circuits 4
  235. Урок 235. 00:01:20
    Quantum Circuits 5
  236. Урок 236. 00:02:54
    Running a Circuit
  237. Урок 237. 00:02:18
    Circuit Matrix
  238. Урок 238. 00:06:46
    Implementing BB84 Cryptography
  239. Урок 239. 00:01:54
    Shor's Algorithm
  240. Урок 240. 00:02:07
    Introduction to Machine Learning
  241. Урок 241. 00:06:31
    What is AI ?
  242. Урок 242. 00:05:03
    Structure of ML Systems
  243. Урок 243. 00:10:25
    Learning With Models
  244. Урок 244. 00:04:59
    Speed Up Learning
  245. Урок 245. 00:04:12
    Underfit & Overfit
  246. Урок 246. 00:06:06
    Classification
  247. Урок 247. 00:03:04
    Sigmoid Models
  248. Урок 248. 00:05:08
    Regularization 1
  249. Урок 249. 00:03:50
    Regularization 2
  250. Урок 250. 00:04:47
    Machine Learning Libraries
  251. Урок 251. 00:08:09
    Machine Learning Coding
  252. Урок 252. 00:05:33
    Multi-Layer Network 1
  253. Урок 253. 00:06:17
    Multi-Layer Network 2
  254. Урок 254. 00:08:11
    Convolution 1
  255. Урок 255. 00:03:27
    Convolution 2
  256. Урок 256. 00:02:28
    Convolution 3
  257. Урок 257. 00:04:03
    Recurrent
  258. Урок 258. 00:02:42
    Quantum Machine Learning with KNN
  259. Урок 259. 00:05:26
    KNN Problem Description
  260. Урок 260. 00:04:46
    Code for Classical KNN
  261. Урок 261. 00:04:09
    Code for Quantum KNN
  262. Урок 262. 00:04:57
    Math for Classical KNN
  263. Урок 263. 00:02:59
    Math Prerequisites for Quantum KNN
  264. Урок 264. 00:07:39
    Math for Quantum KNN
  265. Урок 265. 00:02:39
    Connecting Math and Code for Classical KNN
  266. Урок 266. 00:05:07
    Connecting Math and Code for Quantum KNN
  267. Урок 267. 00:02:27
    Introduction to Classification
  268. Урок 268. 00:03:46
    Support Vector Machines - Separation
  269. Урок 269. 00:01:04
    Support Vector Machines - Overfitting
  270. Урок 270. 00:01:00
    Support Vector Machines - Soft Margins
  271. Урок 271. 00:02:06
    Support Vector Machines - Higher Dimensions and Kernels
  272. Урок 272. 00:02:17
    Support Vector Machines - Multiple Classes
  273. Урок 273. 00:05:23
    Quantum Support Vector Machines
  274. Урок 274. 00:01:07
    Significance of Quantum Machine Learning