Udemy - Python and Machine Learning for Complete Beginners (3.2023)

磁力链接/BT种子名称

Udemy - Python and Machine Learning for Complete Beginners (3.2023)

磁力链接/BT种子简介

种子哈希：40e0256bdf134ba0475cd5853d3c32f0b07ad4d7
文件大小： 28.61G
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收录时间：2025-09-12
最近下载：2025-12-18

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文件列表

  • 21 - Principal Component Analysis/438 - A Solution to the PCA Exercise.mp4 166.5 MB
  • 2 - Loops and Conditions/38 - A Solution to the Boolean Operators Exercise.mp4 150.8 MB
  • 18 - Clustering Analysing Clustered Data/388 - Iris Exercise Solution.mp4 145.2 MB
  • 14 - Numpy Numerical Python/287 - Creating Numpy Arrays.mp4 135.8 MB
  • 19 - Naive Bayes Making Predictions on the Basis of Probabilities/408 - Bayes Theorem.mp4 134.9 MB
  • 9 - Conways Game of Life/193 - Getting Widget Sizes.mp4 126.7 MB
  • 21 - Principal Component Analysis/442 - Character Recognition.mp4 125.0 MB
  • 8 - ObjectOriented Programming/186 - The Property Class.mp4 123.9 MB
  • 22 - Artificial Neural Networks ANNs/453 - An ANN for Recognising Digits.mp4 122.2 MB
  • 22 - Artificial Neural Networks ANNs/449 - A Basic ANN.mp4 122.1 MB
  • 15 - Graphs and Plotting/318 - Scatter Plots.mp4 120.6 MB
  • 15 - Graphs and Plotting/313 - Word Length Plot Solution First Part.mp4 120.5 MB
  • 21 - Principal Component Analysis/432 - Explained Variance Ratios.mp4 119.0 MB
  • 13 - Reading and Writing Files/280 - Game of Life Save and Load.mp4 118.2 MB
  • 13 - Reading and Writing Files/273 - Numbers Versus Bytes.mp4 118.0 MB
  • 18 - Clustering Analysing Clustered Data/407 - Using KNeighborsClassifier.mp4 117.8 MB
  • 21 - Principal Component Analysis/443 - Configuring Logistic Regression.mp4 117.6 MB
  • 19 - Naive Bayes Making Predictions on the Basis of Probabilities/416 - Naive Bayes Classifiers.mp4 115.1 MB
  • 9 - Conways Game of Life/201 - Implementing the Game of Life Rules.mp4 114.6 MB
  • 18 - Clustering Analysing Clustered Data/401 - Determining Epsilon.mp4 114.1 MB
  • 5 - Formatting Strings/113 - The Format Method.mp4 113.4 MB
  • 13 - Reading and Writing Files/267 - Handling Binary Text Data.mp4 112.5 MB
  • 18 - Clustering Analysing Clustered Data/399 - Spherically Symmmetric Data.mp4 111.1 MB
  • 8 - ObjectOriented Programming/169 - Getters and Setters.mp4 109.4 MB
  • 22 - Artificial Neural Networks ANNs/464 - Detecting Overfitting.mp4 109.4 MB
  • 22 - Artificial Neural Networks ANNs/461 - Regression with Neural Networks.mp4 109.0 MB
  • 21 - Principal Component Analysis/430 - How PCA Works.mp4 108.6 MB
  • 18 - Clustering Analysing Clustered Data/393 - The Linkage Table.mp4 108.5 MB
  • 2 - Loops and Conditions/27 - Solving the Fridge Exercise.mp4 108.2 MB
  • 21 - Principal Component Analysis/435 - Classifying Irises with PCA.mp4 107.8 MB
  • 17 - Regression Fitting and Predicting Curves/354 - Predictions with Linear Regression.mp4 107.5 MB
  • 17 - Regression Fitting and Predicting Curves/374 - Using StandardScaler.mp4 107.2 MB
  • 13 - Reading and Writing Files/278 - File Dialogs.mp4 104.7 MB
  • 17 - Regression Fitting and Predicting Curves/363 - A Polynomial Regression Model.mp4 104.1 MB
  • 4 - Containers Lists Tuples Sets and Dictionaries/64 - Modifying Lists.mp4 103.7 MB
  • 9 - Conways Game of Life/199 - Wrapping Cell Selection.mp4 103.6 MB
  • 21 - Principal Component Analysis/431 - Transforming Data with PCA.mp4 102.8 MB
  • 4 - Containers Lists Tuples Sets and Dictionaries/63 - Joining Lists.mp4 102.4 MB
  • 9 - Conways Game of Life/191 - Laying Out Widgets with Grids.mp4 102.3 MB
  • 4 - Containers Lists Tuples Sets and Dictionaries/110 - The Second Part of the Solution to the Containers Exercise.mp4 102.1 MB
  • 18 - Clustering Analysing Clustered Data/379 - KMeans Clustering.mp4 102.0 MB
  • 16 - Pandas Pythons Equivalent of Spreadsheets/338 - Plotting Groups.mp4 101.9 MB
  • 14 - Numpy Numerical Python/306 - Scaling and Variance.mp4 101.6 MB
  • 14 - Numpy Numerical Python/305 - Bessels Correction.mp4 101.6 MB
  • 16 - Pandas Pythons Equivalent of Spreadsheets/339 - Binning.mp4 101.2 MB
  • 2 - Loops and Conditions/28 - Improving the Fridge Solution.mp4 100.0 MB
  • 11 - Operators/230 - Hexadecimal Numbers.mp4 99.9 MB
  • 8 - ObjectOriented Programming/164 - An ObjectOriented Word Game.mp4 99.5 MB
  • 17 - Regression Fitting and Predicting Curves/352 - Calculating R Squared.mp4 99.4 MB
  • 4 - Containers Lists Tuples Sets and Dictionaries/98 - Time Complexity and Big O.mp4 98.6 MB
  • 18 - Clustering Analysing Clustered Data/394 - Clustering Iris Flower Data.mp4 98.3 MB
  • 17 - Regression Fitting and Predicting Curves/353 - TrainTest Split.mp4 97.8 MB
  • 17 - Regression Fitting and Predicting Curves/372 - Scaling and Normalisation.mp4 97.5 MB
  • 12 - Functional Programming/242 - Next and Iter.mp4 97.4 MB
  • 4 - Containers Lists Tuples Sets and Dictionaries/92 - A Solution to the Dictionary Exercise.mp4 96.8 MB
  • 4 - Containers Lists Tuples Sets and Dictionaries/74 - Completing the List Exercise Solution.mp4 95.8 MB
  • 4 - Containers Lists Tuples Sets and Dictionaries/104 - The Second Part of the Solution to the Dictionaries of Sets Exercise.mp4 95.7 MB
  • 16 - Pandas Pythons Equivalent of Spreadsheets/343 - Zipfs Law Exercise.mp4 95.5 MB
  • 17 - Regression Fitting and Predicting Curves/362 - Polynomial Features.mp4 95.4 MB
  • 10 - Modules Packaging Code/217 - Installing Modules.mp4 95.3 MB
  • 1 - Getting Started/18 - Converting Temperatures.mp4 95.3 MB
  • 8 - ObjectOriented Programming/160 - The Mysterious Self Variable.mp4 95.3 MB
  • 4 - Containers Lists Tuples Sets and Dictionaries/102 - A Dictionaries of Sets Exercise.mp4 95.2 MB
  • 18 - Clustering Analysing Clustered Data/404 - DBSCAN Moons Exercise Solution.mp4 95.0 MB
  • 17 - Regression Fitting and Predicting Curves/376 - Confusion Matrix Exercise Solution First Part.mp4 94.9 MB
  • 10 - Modules Packaging Code/209 - Using Functions in Dictionaries.mp4 94.4 MB
  • 17 - Regression Fitting and Predicting Curves/349 - Linear Regression with Statsmodels.mp4 94.3 MB
  • 1 - Getting Started/5 - Python Virtual Environments.mp4 94.2 MB
  • 11 - Operators/227 - A Solution to the Flags Exercise.mp4 93.6 MB
  • 6 - Regular Expressions/140 - The Second Part of the Solution to the Budget Exercise.mp4 93.4 MB
  • 2 - Loops and Conditions/25 - Comparison Operators.mp4 93.4 MB
  • 6 - Regular Expressions/143 - ZeroWidth Lookahead Assertions.mp4 93.2 MB
  • 8 - ObjectOriented Programming/168 - Completing the Word Game.mp4 93.1 MB
  • 9 - Conways Game of Life/203 - Randomising Cell Selection.mp4 93.1 MB
  • 13 - Reading and Writing Files/265 - Files Exercise Solution.mp4 92.8 MB
  • 16 - Pandas Pythons Equivalent of Spreadsheets/326 - Loc and Iloc.mp4 92.1 MB
  • 21 - Principal Component Analysis/433 - Iris Flower PCA Analysis.mp4 92.0 MB
  • 4 - Containers Lists Tuples Sets and Dictionaries/65 - Extended Slicing.mp4 92.0 MB
  • 14 - Numpy Numerical Python/293 - Matrices.mp4 91.9 MB
  • 4 - Containers Lists Tuples Sets and Dictionaries/59 - Packing and Unpacking Tuples.mp4 91.7 MB
  • 8 - ObjectOriented Programming/174 - Class Properties.mp4 91.4 MB
  • 7 - Handling Errors/150 - Raising Errors.mp4 91.2 MB
  • 9 - Conways Game of Life/195 - A Cell Class.mp4 91.1 MB
  • 8 - ObjectOriented Programming/176 - Class Methods.mp4 91.0 MB
  • 4 - Containers Lists Tuples Sets and Dictionaries/68 - List Comprehensions Flexibly Creating Lists.mp4 90.9 MB
  • 18 - Clustering Analysing Clustered Data/395 - ScikitLearn Agglomerative Clustering.mp4 90.5 MB
  • 8 - ObjectOriented Programming/185 - Mixins.mp4 90.1 MB
  • 1 - Getting Started/17 - Performing Calculations.mp4 90.0 MB
  • 22 - Artificial Neural Networks ANNs/463 - Analysing the Results.mp4 89.8 MB
  • 9 - Conways Game of Life/196 - Toggling Cell States.mp4 89.6 MB
  • 4 - Containers Lists Tuples Sets and Dictionaries/73 - Structuring a Solution to the List Exercise.mp4 89.1 MB
  • 2 - Loops and Conditions/24 - IfElseIf.mp4 88.9 MB
  • 16 - Pandas Pythons Equivalent of Spreadsheets/328 - Pandas Functions.mp4 88.7 MB
  • 19 - Naive Bayes Making Predictions on the Basis of Probabilities/414 - Listing Common Words.mp4 88.4 MB
  • 17 - Regression Fitting and Predicting Curves/377 - Confusion Matrix Exercise Solution Second Part.mp4 88.2 MB
  • 17 - Regression Fitting and Predicting Curves/360 - A Multiple Linear Regression Model with ScikitLearn.mp4 88.0 MB
  • 18 - Clustering Analysing Clustered Data/381 - The Elbow Method.mp4 88.0 MB
  • 8 - ObjectOriented Programming/158 - Classes.mp4 87.9 MB
  • 17 - Regression Fitting and Predicting Curves/348 - The Equation of a Line.mp4 87.9 MB
  • 13 - Reading and Writing Files/284 - Splitting Text Into Words.mp4 87.8 MB
  • 14 - Numpy Numerical Python/294 - Matrix Multiplication.mp4 87.6 MB
  • 5 - Formatting Strings/111 - A Review of Strings.mp4 86.8 MB
  • 22 - Artificial Neural Networks ANNs/448 - Preparing Iris Data.mp4 86.7 MB
  • 13 - Reading and Writing Files/285 - Counting Words.mp4 86.7 MB
  • 8 - ObjectOriented Programming/180 - Second Part of the Solution to the Object Orientation Exercise.mp4 86.2 MB
  • 2 - Loops and Conditions/36 - Boolean Operators.mp4 86.0 MB
  • 19 - Naive Bayes Making Predictions on the Basis of Probabilities/412 - Loading the Email Dataset.mp4 85.8 MB
  • 12 - Functional Programming/239 - Defining Functions in Loops.mp4 85.7 MB
  • 2 - Loops and Conditions/21 - The If Statement.mp4 85.7 MB
  • 6 - Regular Expressions/120 - Matching Numbers and Words.mp4 85.5 MB
  • 17 - Regression Fitting and Predicting Curves/358 - Removing Outliers.mp4 85.4 MB
  • 18 - Clustering Analysing Clustered Data/390 - Permutations Exercise Solution.mp4 85.3 MB
  • 11 - Operators/229 - Bit Shift Operators.mp4 85.3 MB
  • 5 - Formatting Strings/112 - Formatting Strings.mp4 84.6 MB
  • 8 - ObjectOriented Programming/181 - Third Part of the Solution to the Object Orientation Exercise.mp4 84.5 MB
  • 15 - Graphs and Plotting/314 - Word Length Plot Solution Second Part.mp4 84.2 MB
  • 7 - Handling Errors/154 - A Solution to the Errors Exercise.mp4 84.0 MB
  • 18 - Clustering Analysing Clustered Data/397 - Fit Predict Transform.mp4 83.8 MB
  • 21 - Principal Component Analysis/429 - Data for PCA.mp4 83.1 MB
  • 4 - Containers Lists Tuples Sets and Dictionaries/61 - Tuple Functions and Operators.mp4 83.0 MB
  • 23 - Conclusion/465 - Conclusion.mp4 82.6 MB
  • 16 - Pandas Pythons Equivalent of Spreadsheets/333 - Grouping.mp4 82.6 MB
  • 19 - Naive Bayes Making Predictions on the Basis of Probabilities/418 - Naive Bayes Exercise Solution.mp4 82.5 MB
  • 4 - Containers Lists Tuples Sets and Dictionaries/96 - Hashing Algorithms.mp4 82.5 MB
  • 10 - Modules Packaging Code/211 - Package Initialisation.mp4 82.4 MB
  • 10 - Modules Packaging Code/212 - How Python Locates Modules.mp4 82.1 MB
  • 18 - Clustering Analysing Clustered Data/402 - Using DBSCAN.mp4 82.0 MB
  • 8 - ObjectOriented Programming/161 - Object Properties.mp4 82.0 MB
  • 7 - Handling Errors/156 - A Solution to the Pi Exercise.mp4 82.0 MB
  • 9 - Conways Game of Life/194 - Drawing Cells.mp4 81.9 MB
  • 21 - Principal Component Analysis/436 - PCA Tips.mp4 81.9 MB
  • 17 - Regression Fitting and Predicting Curves/357 - Predicting the Weights of Grapes.mp4 81.6 MB
  • 14 - Numpy Numerical Python/304 - Variance Exercise.mp4 81.5 MB
  • 20 - Decision Trees/426 - Seaborn Iris Plots.mp4 81.4 MB
  • 17 - Regression Fitting and Predicting Curves/373 - Normalising Split Data.mp4 81.3 MB
  • 13 - Reading and Writing Files/274 - Python Arrays.mp4 81.2 MB
  • 15 - Graphs and Plotting/321 - Subplots.mp4 80.6 MB
  • 17 - Regression Fitting and Predicting Curves/371 - Confusion Matrices.mp4 80.5 MB
  • 3 - Structure Code with Functions/41 - Your First Function.mp4 80.3 MB
  • 21 - Principal Component Analysis/444 - Displaying Images.mp4 79.2 MB
  • 6 - Regular Expressions/142 - Compiling Regular Expressions.mp4 79.1 MB
  • 8 - ObjectOriented Programming/184 - The Diamond Problem.mp4 79.1 MB
  • 17 - Regression Fitting and Predicting Curves/367 - The Logistic Equation.mp4 79.0 MB
  • 15 - Graphs and Plotting/316 - Creating Pie Charts.mp4 78.9 MB
  • 3 - Structure Code with Functions/53 - Variable Length Keyword Arguments.mp4 78.3 MB
  • 8 - ObjectOriented Programming/166 - Guessing Letters.mp4 78.2 MB
  • 17 - Regression Fitting and Predicting Curves/368 - A ScikitLearn Logistic Regression Model.mp4 77.8 MB
  • 10 - Modules Packaging Code/205 - Conditionally Running Main.mp4 77.6 MB
  • 9 - Conways Game of Life/197 - Handling Button Clicks.mp4 77.6 MB
  • 13 - Reading and Writing Files/262 - Examining With.mp4 77.5 MB
  • 14 - Numpy Numerical Python/297 - Numpy Exercise Solution First Part.mp4 77.5 MB
  • 2 - Loops and Conditions/35 - A Solution to the Password Exercise.mp4 77.4 MB
  • 8 - ObjectOriented Programming/177 - Object and Classes.mp4 77.4 MB
  • 21 - Principal Component Analysis/440 - Fetching MNIST From OpenML.mp4 77.1 MB
  • 15 - Graphs and Plotting/323 - 3D Plots.mp4 76.9 MB
  • 17 - Regression Fitting and Predicting Curves/361 - About Polynomial Regression.mp4 76.8 MB
  • 16 - Pandas Pythons Equivalent of Spreadsheets/331 - Sorting in Pandas.mp4 76.8 MB
  • 4 - Containers Lists Tuples Sets and Dictionaries/100 - Iterating Over Lists of Lists.mp4 76.6 MB
  • 17 - Regression Fitting and Predicting Curves/369 - Multiple Logistic Regression.mp4 76.6 MB
  • 8 - ObjectOriented Programming/170 - Inheritance.mp4 76.6 MB
  • 18 - Clustering Analysing Clustered Data/396 - Linkage and Affinity.mp4 76.5 MB
  • 22 - Artificial Neural Networks ANNs/458 - Machine Learning Pipelines.mp4 76.4 MB
  • 2 - Loops and Conditions/23 - Constants.mp4 76.3 MB
  • 14 - Numpy Numerical Python/292 - Advanced Indexing.mp4 76.2 MB
  • 17 - Regression Fitting and Predicting Curves/347 - Configuring Tick Labels.mp4 76.2 MB
  • 7 - Handling Errors/152 - The Finally Clause.mp4 75.9 MB
  • 19 - Naive Bayes Making Predictions on the Basis of Probabilities/419 - Classifying Irises with Naive Bayes.mp4 75.9 MB
  • 17 - Regression Fitting and Predicting Curves/364 - A Surprising Result.mp4 75.6 MB
  • 18 - Clustering Analysing Clustered Data/382 - KMeans Exercise Solution.mp4 75.4 MB
  • 21 - Principal Component Analysis/441 - Loading MNIST with Keras.mp4 75.3 MB
  • 11 - Operators/231 - A Solution to the Hexadecimal Colours Exercise.mp4 75.2 MB
  • 22 - Artificial Neural Networks ANNs/456 - Displaying Misclassified Images.mp4 75.0 MB
  • 6 - Regular Expressions/134 - Matching Starts of Lines.mp4 74.9 MB
  • 18 - Clustering Analysing Clustered Data/403 - DBSCAN Moons Exercise.mp4 74.8 MB
  • 7 - Handling Errors/157 - Using Assertions.mp4 74.6 MB
  • 8 - ObjectOriented Programming/163 - Encapsulation.mp4 74.6 MB
  • 6 - Regular Expressions/119 - Greedy Matching.mp4 74.5 MB
  • 18 - Clustering Analysing Clustered Data/392 - Dendrograms.mp4 74.5 MB
  • 15 - Graphs and Plotting/311 - More Config Options.mp4 74.5 MB
  • 18 - Clustering Analysing Clustered Data/400 - DBSCAN.mp4 74.3 MB
  • 6 - Regular Expressions/145 - Summary of Regular Expressions.mp4 74.1 MB
  • 15 - Graphs and Plotting/322 - Subplots Exercise Solution.mp4 74.0 MB
  • 4 - Containers Lists Tuples Sets and Dictionaries/76 - Sets Collections of Unique Objects.mp4 73.6 MB
  • 8 - ObjectOriented Programming/167 - Displaying Letters.mp4 73.5 MB
  • 16 - Pandas Pythons Equivalent of Spreadsheets/324 - Introduction.mp4 73.2 MB
  • 15 - Graphs and Plotting/319 - Histograms.mp4 73.1 MB
  • 3 - Structure Code with Functions/46 - Return Values.mp4 73.1 MB
  • 8 - ObjectOriented Programming/172 - Polymorphism.mp4 72.6 MB
  • 3 - Structure Code with Functions/42 - Multiple Functions.mp4 72.5 MB
  • 15 - Graphs and Plotting/317 - Pie Chart Exercise Solution.mp4 72.5 MB
  • 10 - Modules Packaging Code/210 - A Solution to the Games Menu Exercise.mp4 72.2 MB
  • 18 - Clustering Analysing Clustered Data/386 - Seaborn Plots.mp4 72.0 MB
  • 16 - Pandas Pythons Equivalent of Spreadsheets/332 - Correlations.mp4 71.8 MB
  • 11 - Operators/224 - Bitwise Flags.mp4 71.7 MB
  • 15 - Graphs and Plotting/315 - Creating Bar Charts.mp4 71.7 MB
  • 8 - ObjectOriented Programming/182 - Class Hierarchies.mp4 71.4 MB
  • 4 - Containers Lists Tuples Sets and Dictionaries/93 - Casefolding and None.mp4 71.3 MB
  • 16 - Pandas Pythons Equivalent of Spreadsheets/327 - Changing Values in Pandas.mp4 70.8 MB
  • 13 - Reading and Writing Files/275 - Saving Arrays.mp4 70.5 MB
  • 16 - Pandas Pythons Equivalent of Spreadsheets/341 - Groupby Exercise Solution First Part.mp4 70.1 MB
  • 3 - Structure Code with Functions/44 - The id Function.mp4 70.1 MB
  • 20 - Decision Trees/427 - Plotting Decision Trees.mp4 69.8 MB
  • 14 - Numpy Numerical Python/286 - Numpy Arrays.mp4 68.9 MB
  • 17 - Regression Fitting and Predicting Curves/346 - Linear Regression Data.mp4 68.4 MB
  • 1 - Getting Started/14 - Numeric Variables.mp4 68.3 MB
  • 4 - Containers Lists Tuples Sets and Dictionaries/60 - Tuple Slicing.mp4 68.1 MB
  • 4 - Containers Lists Tuples Sets and Dictionaries/109 - The First Part of a Solution to the Containers Exercise.mp4 67.9 MB
  • 11 - Operators/223 - Bitwise Or.mp4 67.8 MB
  • 12 - Functional Programming/249 - Game of Life Exercise Solution.mp4 67.8 MB
  • 7 - Handling Errors/148 - Catching Specific Errors.mp4 67.8 MB
  • 14 - Numpy Numerical Python/303 - Variance and Standard Deviation.mp4 67.7 MB
  • 6 - Regular Expressions/139 - The First Part of a Solution to the Budget Exercise.mp4 67.6 MB
  • 4 - Containers Lists Tuples Sets and Dictionaries/58 - Tuples.mp4 67.5 MB
  • 17 - Regression Fitting and Predicting Curves/345 - Introduction to Regression.mp4 67.3 MB
  • 18 - Clustering Analysing Clustered Data/384 - The Iris Flower Dataset.mp4 67.0 MB
  • 16 - Pandas Pythons Equivalent of Spreadsheets/334 - Grouped Types.mp4 66.8 MB
  • 17 - Regression Fitting and Predicting Curves/350 - Why Add Constants.mp4 66.7 MB
  • 13 - Reading and Writing Files/281 - Testing the Game of Life Updates.mp4 66.5 MB
  • 12 - Functional Programming/233 - Recursion.mp4 66.5 MB
  • 14 - Numpy Numerical Python/289 - Numpy Slicing.mp4 66.0 MB
  • 14 - Numpy Numerical Python/298 - Numpy Exercise Solution Second Part.mp4 65.9 MB
  • 8 - ObjectOriented Programming/179 - First Part of a Solution to the Object Orientation Exercise.mp4 65.8 MB
  • 10 - Modules Packaging Code/216 - Referencing Parallel Modules.mp4 65.7 MB
  • 8 - ObjectOriented Programming/173 - Super Constructors.mp4 65.5 MB
  • 13 - Reading and Writing Files/282 - The OS Module.mp4 65.3 MB
  • 4 - Containers Lists Tuples Sets and Dictionaries/72 - List Exercise Tips.mp4 65.3 MB
  • 22 - Artificial Neural Networks ANNs/450 - Dropout and Tweaking the Network.mp4 65.1 MB
  • 13 - Reading and Writing Files/270 - Serializing Integers.mp4 65.1 MB
  • 13 - Reading and Writing Files/279 - Game of Life Menus.mp4 65.0 MB
  • 9 - Conways Game of Life/189 - Using Frames.mp4 64.8 MB
  • 1 - Getting Started/6 - Visual Studio Code A Free Lightweight Editor.mp4 64.7 MB
  • 11 - Operators/221 - Implementing Unary Operators.mp4 64.6 MB
  • 17 - Regression Fitting and Predicting Curves/351 - R Squared.mp4 64.6 MB
  • 10 - Modules Packaging Code/213 - Inspecting Modules.mp4 64.4 MB
  • 6 - Regular Expressions/131 - Matching Ends of Lines.mp4 64.3 MB
  • 6 - Regular Expressions/125 - Using Not in Character Classes.mp4 64.1 MB
  • 8 - ObjectOriented Programming/159 - Constructors.mp4 64.1 MB
  • 9 - Conways Game of Life/188 - A Basic GUI App.mp4 64.0 MB
  • 14 - Numpy Numerical Python/290 - 2D Indexing.mp4 63.8 MB
  • 1 - Getting Started/12 - An Interactive Program.mp4 63.8 MB
  • 3 - Structure Code with Functions/49 - A Solution to the Factorial Exercise.mp4 63.3 MB
  • 6 - Regular Expressions/127 - Comments and Space in Regular Expressions.mp4 63.1 MB
  • 6 - Regular Expressions/129 - Capture Groups and NonCapture Groups.mp4 62.9 MB
  • 4 - Containers Lists Tuples Sets and Dictionaries/86 - Dictionary Views.mp4 62.8 MB
  • 4 - Containers Lists Tuples Sets and Dictionaries/103 - The First Part of A Solution to the Dictionaries of Sets Exercise.mp4 62.5 MB
  • 4 - Containers Lists Tuples Sets and Dictionaries/79 - The Union and Intersection of Sets.mp4 62.5 MB
  • 12 - Functional Programming/248 - Generators as Loops.mp4 62.3 MB
  • 2 - Loops and Conditions/20 - Boolean Variables.mp4 62.2 MB
  • 11 - Operators/228 - Bitwise xor and not.mp4 62.2 MB
  • 12 - Functional Programming/235 - Iterators.mp4 62.0 MB
  • 10 - Modules Packaging Code/204 - A Basic Module.mp4 61.6 MB
  • 2 - Loops and Conditions/32 - The Break Keyword.mp4 61.6 MB
  • 17 - Regression Fitting and Predicting Curves/366 - Categorical Dummy Values.mp4 61.6 MB
  • 13 - Reading and Writing Files/277 - JSON.mp4 61.5 MB
  • 4 - Containers Lists Tuples Sets and Dictionaries/85 - Iterating Over Dictionaries.mp4 61.5 MB
  • 6 - Regular Expressions/133 - The Findall Function.mp4 61.3 MB
  • 3 - Structure Code with Functions/43 - Function Arguments.mp4 61.3 MB
  • 3 - Structure Code with Functions/54 - Arguments and Parameters Summary.mp4 61.2 MB
  • 18 - Clustering Analysing Clustered Data/378 - Introducing Clustering.mp4 61.2 MB
  • 4 - Containers Lists Tuples Sets and Dictionaries/69 - List Comprehension Conditions.mp4 61.0 MB
  • 12 - Functional Programming/237 - Mapping.mp4 61.0 MB
  • 9 - Conways Game of Life/190 - Refactoring Into an OO Structure.mp4 60.6 MB
  • 18 - Clustering Analysing Clustered Data/398 - Nearest Neighbors.mp4 60.6 MB
  • 17 - Regression Fitting and Predicting Curves/359 - Multiple Linear Regression.mp4 60.5 MB
  • 4 - Containers Lists Tuples Sets and Dictionaries/82 - A Solution to the Set Exercise.mp4 60.3 MB
  • 4 - Containers Lists Tuples Sets and Dictionaries/107 - Modular Arithmetic and the Modulus Operator.mp4 60.2 MB
  • 1 - Getting Started/4 - Installing Powershell.mp4 59.5 MB
  • 1 - Getting Started/16 - Python Types.mp4 59.4 MB
  • 14 - Numpy Numerical Python/288 - Numpy Arithmetic.mp4 59.2 MB
  • 15 - Graphs and Plotting/320 - Multiple Graphs in One Plot.mp4 59.2 MB
  • 8 - ObjectOriented Programming/178 - An Exercise in Object Orientation.mp4 58.8 MB
  • 3 - Structure Code with Functions/47 - Passing Multiple Arguments.mp4 58.8 MB
  • 21 - Principal Component Analysis/434 - PCA Components.mp4 58.8 MB
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  • 19 - Naive Bayes Making Predictions on the Basis of Probabilities/411 - An Email Dataset.mp4 13.9 MB
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  • 16 - Pandas Pythons Equivalent of Spreadsheets/340 - A Groupby Exercise.mp4 6.9 MB

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