kingers Posted February 24 Report Share Posted February 24 Download Free Download : Udemy Python and Machine Learning for Complete Beginnersmp4 | Video: h264,1280X720 | Audio: AAC, 44.1 KHz Genre:eLearning | Language: English | Size:28.61 GBFiles Included :1 - Introduction.mp4 (42.65 MB)MP410 - Visual Studio Code Tips.mp4 (55.63 MB)MP411 - Variables.mp4 (52.13 MB)MP412 - An Interactive Program.mp4 (60.81 MB)MP413 - Builtin Functions.mp4 (54.47 MB)MP414 - Numeric Variables.mp4 (65.09 MB)MP415 - Numeric Expressions.mp4 (48.09 MB)MP416 - Python Types.mp4 (56.63 MB)MP417 - Performing Calculations.mp4 (85.84 MB)MP418 - Converting Temperatures.mp4 (90.92 MB)MP42 - How to Use This Course.mp4 (33.15 MB)MP43 - Installing Python.mp4 (52.86 MB)MP44 - Installing Powershell.mp4 (56.73 MB)MP45 - Python Virtual Environments.mp4 (89.8 MB)MP46 - Visual Studio Code A Free Lightweight Editor.mp4 (61.71 MB)MP47 - Hello World.mp4 (34.52 MB)MP48 - The Shebang or Hashbang.mp4 (30.83 MB)MP49 - Where to Find the Source Code.mp4 (27.5 MB)MP4204 - A Basic Module.mp4 (58.78 MB)MP4205 - Conditionally Running Main.mp4 (74.04 MB)MP4206 - Importing Parts of Modules.mp4 (34.88 MB)MP4207 - Packages.mp4 (35.06 MB)MP4208 - A Games Package.mp4 (49.68 MB)MP4209 - Using Functions in Dictionaries.mp4 (90.01 MB)MP4210 - A Solution to the Games Menu Exercise.mp4 (68.88 MB)MP4211 - Package Initialisation.mp4 (78.59 MB)MP4212 - How Python Locates Modules.mp4 (78.33 MB)MP4213 - Inspecting Modules.mp4 (61.41 MB)MP4214 - Subpackages.mp4 (48.83 MB)MP4215 - Package Attributes.mp4 (52.92 MB)MP4216 - Referencing Parallel Modules.mp4 (62.62 MB)MP4217 - Installing Modules.mp4 (90.92 MB)MP4218 - A Clock Class Exercise.mp4 (30.85 MB)MP4219 - A Solution to the Clock Exercise.mp4 (40.39 MB)MP4220 - Implementing Add.mp4 (34.27 MB)MP4221 - Implementing Unary Operators.mp4 (61.59 MB)MP4222 - Flags.mp4 (47.87 MB)MP4223 - Bitwise Or.mp4 (64.69 MB)MP4224 - Bitwise Flags.mp4 (68.36 MB)MP4225 - Bitwise And.mp4 (18.53 MB)MP4226 - A Flags Exercise.mp4 (42.98 MB)MP4227 - A Solution to the Flags Exercise.mp4 (89.29 MB)MP4228 - Bitwise xor and not.mp4 (59.34 MB)MP4229 - Bit Shift Operators.mp4 (81.36 MB)MP4230 - Hexadecimal Numbers.mp4 (95.32 MB)MP4231 - A Solution to the Hexadecimal Colours Exercise.mp4 (71.67 MB)MP4232 - Introducing Functional Programming.mp4 (35.96 MB)MP4233 - Recursion.mp4 (63.38 MB)MP4234 - Passing Functions to Functions.mp4 (42.13 MB)MP4235 - Iterators.mp4 (59.16 MB)MP4236 - Powers of Two Iterator.mp4 (43.48 MB)MP4237 - Mapping.mp4 (58.13 MB)MP4238 - Lambda Functions.mp4 (20.58 MB)MP4239 - Defining Functions in Loops.mp4 (81.77 MB)MP4240 - Lambda Exercise Solution.mp4 (44.11 MB)MP4241 - Sorting.mp4 (51.6 MB)MP4242 - Next and Iter.mp4 (92.9 MB)MP4243 - Generating Characters.mp4 (37.91 MB)MP4244 - Generators.mp4 (54.83 MB)MP4245 - An Exercise with Generators.mp4 (27.73 MB)MP4246 - Generators Exercise Solution.mp4 (23.04 MB)MP4247 - General Generators Syntax.mp4 (32.43 MB)MP4248 - Generators as Loops.mp4 (59.45 MB)MP4249 - Game of Life Exercise Solution.mp4 (64.68 MB)MP4250 - The Itertools Module.mp4 (50.32 MB)MP4251 - Function Generators.mp4 (44.79 MB)MP4252 - Powers of Two Generator Solution.mp4 (23.17 MB)MP4253 - Filtering.mp4 (27.53 MB)MP4254 - Reducing.mp4 (47.27 MB)MP4255 - A Functional Word Exercise.mp4 (37.86 MB)MP4256 - Solution to the Word Exercise.mp4 (45.09 MB)MP4257 - A Functional Parsing Exercise.mp4 (12.99 MB)MP4258 - Solution to the Functional Parsing Exercise.mp4 (35.87 MB)MP4259 - The Mall Customers Database.mp4 (54.99 MB)MP4260 - Reading Files.mp4 (26.8 MB)MP4261 - Ensuring Files Are Closed.mp4 (30.47 MB)MP4262 - Examining With.mp4 (73.93 MB)MP4263 - Iterating Over Files.mp4 (34.36 MB)MP4264 - Writing Files.mp4 (36.75 MB)MP4265 - Files Exercise Solution.mp4 (88.49 MB)MP4266 - Appending to Files.mp4 (15.91 MB)MP4267 - Handling Binary Text Data.mp4 (107.25 MB)MP4268 - Binary Files.mp4 (38.23 MB)MP4269 - Serialization.mp4 (34.4 MB)MP4270 - Serializing Integers.mp4 (62.06 MB)MP4271 - Deserializing Integers.mp4 (43 MB)MP4272 - Saving and Loading Integers.mp4 (51.73 MB)MP4273 - Numbers Versus Bytes.mp4 (112.55 MB)MP4274 - Python Arrays.mp4 (77.45 MB)MP4275 - Saving Arrays.mp4 (67.21 MB)MP4276 - Pickling.mp4 (47.11 MB)MP4277 - JSON.mp4 (58.7 MB)MP4278 - File Dialogs.mp4 (99.81 MB)MP4279 - Game of Life Menus.mp4 (61.95 MB)MP4280 - Game of Life Save and Load.mp4 (112.76 MB)MP4281 - Testing the Game of Life Updates.mp4 (63.43 MB)MP4282 - The OS Module.mp4 (62.32 MB)MP4283 - A Word Count Exercise.mp4 (38.2 MB)MP4284 - Splitting Text Into Words.mp4 (83.75 MB)MP4285 - Counting Words.mp4 (82.68 MB)MP4286 - Numpy Arrays.mp4 (65.74 MB)MP4287 - Creating Numpy Arrays.mp4 (129.5 MB)MP4288 - Numpy Arithmetic.mp4 (56.48 MB)MP4289 - Numpy Slicing.mp4 (62.97 MB)MP4290 - 2D Indexing.mp4 (60.82 MB)MP4291 - Numpy Views.mp4 (51.3 MB)MP4292 - Advanced Indexing.mp4 (72.66 MB)MP4293 - Matrices.mp4 (87.63 MB)MP4294 - Matrix Multiplication.mp4 (83.53 MB)MP4295 - Numpy Functions.mp4 (51.71 MB)MP4296 - An Exercise with Numpy.mp4 (32.89 MB)MP4297 - Numpy Exercise Solution First Part.mp4 (73.91 MB)MP4298 - Numpy Exercise Solution Second Part.mp4 (62.85 MB)MP4299 - Tiling.mp4 (51.61 MB)MP4300 - Masks.mp4 (27.69 MB)MP4301 - Combining Boolean Arrays.mp4 (44.83 MB)MP4302 - Filtering Numpy Arrays.mp4 (43.31 MB)MP4303 - Variance and Standard Deviation.mp4 (64.6 MB)MP4304 - Variance Exercise.mp4 (77.74 MB)MP4305 - Bessels Correction.mp4 (96.91 MB)MP4306 - Scaling and Variance.mp4 (96.92 MB)MP4307 - Loading CSV in Numpy.mp4 (16.35 MB)MP4308 - Pyplot Basics.mp4 (33.06 MB)MP4309 - Styles.mp4 (54.44 MB)MP4310 - Configuring Matplotlib.mp4 (36.21 MB)MP4311 - More Config Options.mp4 (71.03 MB)MP4312 - A Word Length Exercise.mp4 (17.76 MB)MP4313 - Word Length Plot Solution First Part.mp4 (114.87 MB)MP4314 - Word Length Plot Solution Second Part.mp4 (80.34 MB)MP4315 - Creating Bar Charts.mp4 (68.34 MB)MP4316 - Creating Pie Charts.mp4 (75.23 MB)MP4317 - Pie Chart Exercise Solution.mp4 (69.11 MB)MP4318 - Scatter Plots.mp4 (115.02 MB)MP4319 - Histograms.mp4 (69.73 MB)MP4320 - Multiple Graphs in One Plot.mp4 (56.46 MB)MP4321 - Subplots.mp4 (76.82 MB)MP4322 - Subplots Exercise Solution.mp4 (70.58 MB)MP4323 - 3D Plots.mp4 (73.29 MB)MP4324 - Introduction.mp4 (69.81 MB)MP4325 - Referencing Cells.mp4 (46.38 MB)MP4326 - Loc and Iloc.mp4 (87.82 MB)MP4327 - Changing Values in Pandas.mp4 (67.5 MB)MP4328 - Pandas Functions.mp4 (84.58 MB)MP4329 - Pandas Series.mp4 (48.63 MB)MP4330 - Matplot and Pandas.mp4 (38 MB)MP4331 - Sorting in Pandas.mp4 (73.21 MB)MP4332 - Correlations.mp4 (68.43 MB)MP4333 - Grouping.mp4 (78.74 MB)MP4334 - Grouped Types.mp4 (63.73 MB)MP4335 - Group Aggregate Functions.mp4 (52.86 MB)MP4336 - Filtering.mp4 (52.69 MB)MP4337 - Multiple Groups.mp4 (43.02 MB)MP4338 - Plotting Groups.mp4 (97.21 MB)MP4339 - Binning.mp4 (96.56 MB)MP4340 - A Groupby Exercise.mp4 (6.54 MB)MP4341 - Groupby Exercise Solution First Part.mp4 (66.87 MB)MP4342 - Groupby Exercise Solution Second Part.mp4 (51.01 MB)MP4343 - Zipfs Law Exercise.mp4 (91.1 MB)MP4344 - Zipfs Law Exercise Solution.mp4 (53.29 MB)MP4345 - Introduction to Regression.mp4 (64.19 MB)MP4346 - Linear Regression Data.mp4 (65.23 MB)MP4347 - Configuring Tick Labels.mp4 (72.62 MB)MP4348 - The Equation of a Line.mp4 (83.82 MB)MP4349 - Linear Regression with Statsmodels.mp4 (89.89 MB)MP4350 - Why Add Constants.mp4 (63.59 MB)MP4351 - R Squared.mp4 (61.59 MB)MP4352 - Calculating R Squared.mp4 (94.79 MB)MP4353 - TrainTest Split.mp4 (93.28 MB)MP4354 - Predictions with Linear Regression.mp4 (102.54 MB)MP4355 - Linear Regression Exercise.mp4 (33.12 MB)MP4356 - Plotting Grapes Exercise Solution.mp4 (41.3 MB)MP4357 - Predicting the Weights of Grapes.mp4 (77.78 MB)MP4358 - Removing Outliers.mp4 (81.41 MB)MP4359 - Multiple Linear Regression.mp4 (57.67 MB)MP4360 - A Multiple Linear Regression Model with ScikitLearn.mp4 (83.95 MB)MP4361 - About Polynomial Regression.mp4 (73.28 MB)MP4362 - Polynomial Features.mp4 (90.98 MB)MP4363 - A Polynomial Regression Model.mp4 (99.31 MB)MP4364 - A Surprising Result.mp4 (72.07 MB)MP4365 - Binomial Logistic Regression and Causation.mp4 (17.44 MB)MP4366 - Categorical Dummy Values.mp4 (58.71 MB)MP4367 - The Logistic Equation.mp4 (75.32 MB)MP4368 - A ScikitLearn Logistic Regression Model.mp4 (74.2 MB)MP4369 - Multiple Logistic Regression.mp4 (73.03 MB)MP4370 - Getting Predictions with Logistic Regression.mp4 (38.41 MB)MP4371 - Confusion Matrices.mp4 (76.77 MB)MP4372 - Scaling and Normalisation.mp4 (92.97 MB)MP4373 - Normalising Split Data.mp4 (77.49 MB)MP4374 - Using StandardScaler.mp4 (102.23 MB)MP4375 - A Confusion Matrix Exercise.mp4 (44.49 MB)MP4376 - Confusion Matrix Exercise Solution First Part.mp4 (90.5 MB)MP4377 - Confusion Matrix Exercise Solution Second Part.mp4 (84.13 MB)MP4378 - Introducing Clustering.mp4 (58.35 MB)MP4379 - KMeans Clustering.mp4 (97.25 MB)MP4380 - Centroids and Inertia.mp4 (47.74 MB)MP4381 - The Elbow Method.mp4 (83.89 MB)MP4382 - KMeans Exercise Solution.mp4 (71.95 MB)MP4383 - Exercise Further Analysis.mp4 (55.3 MB)MP4384 - The Iris Flower Dataset.mp4 (63.94 MB)MP4385 - Loading the Iris Flower Dataset.mp4 (46.5 MB)MP4386 - Seaborn Plots.mp4 (68.64 MB)MP4387 - KMeans Iris Exercise.mp4 (23.49 MB)MP4388 - Iris Exercise Solution.mp4 (138.51 MB)MP4389 - Permutations Exercise.mp4 (47.77 MB)MP4390 - Permutations Exercise Solution.mp4 (81.38 MB)MP4391 - Normalized Mutual Information.mp4 (44.01 MB)MP4392 - Dendrograms.mp4 (71.04 MB)MP4393 - The Linkage Table.mp4 (103.45 MB)MP4394 - Clustering Iris Flower Data.mp4 (93.76 MB)MP4395 - ScikitLearn Agglomerative Clustering.mp4 (86.32 MB)MP4396 - Linkage and Affinity.mp4 (72.93 MB)MP4397 - Fit Predict Transform.mp4 (79.88 MB)MP4398 - Nearest Neighbors.mp4 (57.76 MB)MP4399 - Spherically Symmmetric Data.mp4 (105.99 MB)MP4400 - DBSCAN.mp4 (70.84 MB)MP4401 - Determining Epsilon.mp4 (108.78 MB)MP4402 - Using DBSCAN.mp4 (78.21 MB)MP4403 - DBSCAN Moons Exercise.mp4 (71.34 MB)MP4404 - DBSCAN Moons Exercise Solution.mp4 (90.56 MB)MP4405 - Silhouette Scores.mp4 (50.22 MB)MP4406 - Nearest Neighbors Classification.mp4 (21.96 MB)MP4407 - Using KNeighborsClassifier.mp4 (112.34 MB)MP4408 - Bayes Theorem.mp4 (128.65 MB)MP4409 - Naive Bayes.mp4 (44.45 MB)MP4410 - Applying Bayes to Classification.mp4 (39.83 MB)MP4411 - An Email Dataset.mp4 (13.25 MB)MP4412 - Loading the Email Dataset.mp4 (81.78 MB)MP4413 - Counting Words in Emails.mp4 (40.09 MB)MP4414 - Listing Common Words.mp4 (84.26 MB)MP4415 - The Predictor Matrix.mp4 (45.95 MB)MP4416 - Naive Bayes Classifiers.mp4 (109.79 MB)MP4417 - Naive Bayes Exercise.mp4 (48.3 MB)MP4418 - Naive Bayes Exercise Solution.mp4 (78.68 MB)MP4419 - Classifying Irises with Naive Bayes.mp4 (72.36 MB)MP419 - A Program Inspired by WarGames.mp4 (15.28 MB)MP420 - Boolean Variables.mp4 (59.36 MB)MP421 - The If Statement.mp4 (81.77 MB)MP422 - If Else.mp4 (24.52 MB)MP423 - Constants.mp4 (72.79 MB)MP424 - IfElseIf.mp4 (84.78 MB)MP425 - Comparison Operators.mp4 (89.05 MB)MP426 - Fridge Exercise.mp4 (35.61 MB)MP427 - Solving the Fridge Exercise.mp4 (103.19 MB)MP428 - Improving the Fridge Solution.mp4 (95.38 MB)MP429 - For Loops.mp4 (48.01 MB)MP430 - Ranges.mp4 (50.17 MB)MP431 - Indentation.mp4 (49.61 MB)MP432 - The Break Keyword.mp4 (58.78 MB)MP433 - The Continue Keyword.mp4 (21.53 MB)MP434 - A Password Exercise.mp4 (24.91 MB)MP435 - A Solution to the Password Exercise.mp4 (73.86 MB)MP436 - Boolean Operators.mp4 (81.99 MB)MP437 - Boolean Operators Exercise.mp4 (26.75 MB)MP438 - A Solution to the Boolean Operators Exercise.mp4 (143.79 MB)MP439 - Another Solutiion to the Boolean Operators Exercise.mp4 (50.34 MB)MP440 - While Loops.mp4 (43.4 MB)MP4420 - Introducing Decision Trees.mp4 (21.34 MB)MP4421 - Gini Impurity.mp4 (19.35 MB)MP4422 - Calculating Gini Impurity.mp4 (29.53 MB)MP4423 - Gini Impurity Examples.mp4 (28.78 MB)MP4424 - Decision Tree Exercise.mp4 (18.77 MB)MP4425 - A Solution to the Decision Tree Exercise.mp4 (30.87 MB)MP4426 - Seaborn Iris Plots.mp4 (77.6 MB)MP4427 - Plotting Decision Trees.mp4 (66.54 MB)MP4428 - Introducing PCA.mp4 (26.86 MB)MP4429 - Data for PCA.mp4 (79.23 MB)MP4430 - How PCA Works.mp4 (103.53 MB)MP4431 - Transforming Data with PCA.mp4 (98.07 MB)MP4432 - Explained Variance Ratios.mp4 (113.49 MB)MP4433 - Iris Flower PCA Analysis.mp4 (87.76 MB)MP4434 - PCA Components.mp4 (56.06 MB)MP4435 - Classifying Irises with PCA.mp4 (102.8 MB)MP4436 - PCA Tips.mp4 (78.1 MB)MP4437 - PCA Exercise.mp4 (38.95 MB)MP4438 - A Solution to the PCA Exercise.mp4 (158.76 MB)MP4439 - The MNIST Dataset.mp4 (55.43 MB)MP4440 - Fetching MNIST From OpenML.mp4 (73.49 MB)MP4441 - Loading MNIST with Keras.mp4 (71.83 MB)MP4442 - Character Recognition.mp4 (119.24 MB)MP4443 - Configuring Logistic Regression.mp4 (112.19 MB)MP4444 - Displaying Images.mp4 (75.5 MB)MP4445 - An Artificial Neuron.mp4 (23.55 MB)MP4446 - Activation Functions.mp4 (33.45 MB)MP4447 - Minimising Loss.mp4 (26.06 MB)MP4448 - Preparing Iris Data.mp4 (82.7 MB)MP4449 - A Basic ANN.mp4 (116.4 MB)MP4450 - Dropout and Tweaking the Network.mp4 (62.07 MB)MP4451 - A Neural Net Character Recognition Exercise.mp4 (45.72 MB)MP4452 - Preparing the MNIST Data.mp4 (49.72 MB)MP4453 - An ANN for Recognising Digits.mp4 (116.5 MB)MP4454 - Improving the ANN.mp4 (55.2 MB)MP4455 - Comparing Subarrays.mp4 (54.25 MB)MP4456 - Displaying Misclassified Images.mp4 (71.55 MB)MP4457 - Saving and Loading ANNs.mp4 (40.15 MB)MP4458 - Machine Learning Pipelines.mp4 (72.88 MB)MP4459 - A Standalone Pretrained Classifier.mp4 (49.29 MB)MP4460 - The California Housing Dataset.mp4 (48.45 MB)MP4461 - Regression with Neural Networks.mp4 (103.98 MB)MP4462 - Improving ANN Regression.mp4 (39.62 MB)MP4463 - Analysing the Results.mp4 (85.68 MB)MP4464 - Detecting Overfitting.mp4 (104.31 MB)MP4465 - Conclusion.mp4 (78.81 MB)MP441 - Your First Function.mp4 (76.55 MB)MP442 - Multiple Functions.mp4 (69.15 MB)MP443 - Function Arguments.mp4 (58.44 MB)MP444 - The id Function.mp4 (66.86 MB)MP445 - Changing Parameter Variables.mp4 (51.36 MB)MP446 - Return Values.mp4 (69.71 MB)MP447 - Passing Multiple Arguments.mp4 (56.07 MB)MP448 - Calculating Factorials Exercise.mp4 (55.55 MB)MP449 - A Solution to the Factorial Exercise.mp4 (60.33 MB)MP450 - Default Arguments.mp4 (38.47 MB)MP451 - Keyword Arguments.mp4 (42.3 MB)MP452 - Variable Length Arguments.mp4 (54.7 MB)MP453 - Variable Length Keyword Arguments.mp4 (74.7 MB)MP454 - Arguments and Parameters Summary.mp4 (58.36 MB)MP455 - A Solution to the Arguments Exercise.mp4 (40.28 MB)MP456 - Multiple Return Values.mp4 (55.49 MB)MP457 - A Solution to the BMI Exercise.mp4 (35.98 MB)MP4100 - Iterating Over Lists of Lists.mp4 (73.04 MB)MP4101 - Dictionaries of Lists.mp4 (40.56 MB)MP4102 - A Dictionaries of Sets Exercise.mp4 (90.81 MB)MP4103 - The First Part of A Solution to the Dictionaries of Sets Exercise.mp4 (59.6 MB)MP4104 - The Second Part of the Solution to the Dictionaries of Sets Exercise.mp4 (91.3 MB)MP4105 - Global Variables.mp4 (44.45 MB)MP4106 - Selecting Items at Random.mp4 (16.22 MB)MP4107 - Modular Arithmetic and the Modulus Operator.mp4 (57.39 MB)MP4108 - An Exercise Using Multiple Containers.mp4 (35.25 MB)MP4109 - The First Part of a Solution to the Containers Exercise.mp4 (64.71 MB)MP4110 - The Second Part of the Solution to the Containers Exercise.mp4 (97.41 MB)MP458 - Tuples.mp4 (64.42 MB)MP459 - Packing and Unpacking Tuples.mp4 (87.44 MB)MP460 - Tuple Slicing.mp4 (64.98 MB)MP461 - Tuple Functions and Operators.mp4 (79.13 MB)MP462 - Lists.mp4 (51.35 MB)MP463 - Joining Lists.mp4 (97.7 MB)MP464 - Modifying Lists.mp4 (98.87 MB)MP465 - Extended Slicing.mp4 (87.73 MB)MP466 - Extending and Inserting Into Lists.mp4 (31 MB)MP467 - Removing List Items.mp4 (53.53 MB)MP468 - List Comprehensions Flexibly Creating Lists.mp4 (86.69 MB)MP469 - List Comprehension Conditions.mp4 (58.17 MB)MP470 - List Comprehension ifelse.mp4 (40.74 MB)MP471 - List Database Exercise.mp4 (53.99 MB)MP472 - List Exercise Tips.mp4 (62.24 MB)MP473 - Structuring a Solution to the List Exercise.mp4 (85.01 MB)MP474 - Completing the List Exercise Solution.mp4 (91.36 MB)MP475 - About Data Validation.mp4 (39.71 MB)MP476 - Sets Collections of Unique Objects.mp4 (70.21 MB)MP477 - Adding to Sets and Updating Sets.mp4 (44.21 MB)MP478 - Removing Items from Sets.mp4 (49.61 MB)MP479 - The Union and Intersection of Sets.mp4 (59.59 MB)MP480 - Difference Updates.mp4 (53.33 MB)MP481 - A Set Exercise.mp4 (12.96 MB)MP482 - A Solution to the Set Exercise.mp4 (57.46 MB)MP483 - Python Dictionaries.mp4 (50.67 MB)MP484 - Adding Items to Dictionaries.mp4 (46.89 MB)MP485 - Iterating Over Dictionaries.mp4 (58.63 MB)MP486 - Dictionary Views.mp4 (59.85 MB)MP487 - Deleting Dictionary Items.mp4 (25.49 MB)MP488 - The Dictionary Get Method.mp4 (27.53 MB)MP489 - Default Dictionaries.mp4 (38.04 MB)MP490 - Dictionary Comprehensions.mp4 (51.03 MB)MP491 - A Dictionary Exercise.mp4 (16.1 MB)MP492 - A Solution to the Dictionary Exercise.mp4 (92.34 MB)MP493 - Casefolding and None.mp4 (68.03 MB)MP494 - Enumerating and Zipping.mp4 (35.44 MB)MP495 - Improving the Dictionary Exercise Solution.mp4 (45.94 MB)MP496 - Hashing Algorithms.mp4 (78.64 MB)MP497 - Containers Summary.mp4 (53.02 MB)MP498 - Time Complexity and Big O.mp4 (94.02 MB)MP499 - Lists of Lists.mp4 (40.51 MB)MP4111 - A Review of Strings.mp4 (82.75 MB)MP4112 - Formatting Strings.mp4 (80.65 MB)MP4113 - The Format Method.mp4 (108.13 MB)MP4114 - FStrings.mp4 (20.68 MB)MP4115 - Raw Strings.mp4 (26.84 MB)MP4116 - A Simple Regular Expression.mp4 (43.89 MB)MP4117 - Matching Multiple Characters.mp4 (32.49 MB)MP4118 - The Ternary Operator.mp4 (42.62 MB)MP4119 - Greedy Matching.mp4 (71.06 MB)MP4120 - Matching Numbers and Words.mp4 (81.57 MB)MP4121 - Capture Groups.mp4 (34.37 MB)MP4122 - Matching Specific Numbers of Characters.mp4 (54.57 MB)MP4123 - Character Classes.mp4 (50.71 MB)MP4124 - A Solution to the Email AddressMatching Exercise.mp4 (39.39 MB)MP4125 - Using Not in Character Classes.mp4 (61.16 MB)MP4126 - Escaping Regexes.mp4 (27.48 MB)MP4127 - Comments and Space in Regular Expressions.mp4 (60.2 MB)MP4128 - Referring to Capture Groups in Regexes.mp4 (35.53 MB)MP4129 - Capture Groups and NonCapture Groups.mp4 (59.94 MB)MP4130 - Matching Newlines.mp4 (48.29 MB)MP4131 - Matching Ends of Lines.mp4 (61.31 MB)MP4132 - The Search Function.mp4 (45.45 MB)MP4133 - The Findall Function.mp4 (58.48 MB)MP4134 - Matching Starts of Lines.mp4 (71.4 MB)MP4135 - Splitting Strings.mp4 (30.53 MB)MP4136 - Replacing Text.mp4 (18.78 MB)MP4137 - Alternatives in Regexes.mp4 (55.15 MB)MP4138 - A Budget Exercise.mp4 (31.71 MB)MP4139 - The First Part of a Solution to the Budget Exercise.mp4 (64.5 MB)MP4140 - The Second Part of the Solution to the Budget Exercise.mp4 (89.07 MB)MP4141 - Ignoring Case in Regular Expressions.mp4 (27.59 MB)MP4142 - Compiling Regular Expressions.mp4 (75.47 MB)MP4143 - ZeroWidth Lookahead Assertions.mp4 (88.9 MB)MP4144 - Some More Useful Regex Sequences.mp4 (47.1 MB)MP4145 - Summary of Regular Expressions.mp4 (70.65 MB)MP4146 - Tracebacks.mp4 (42.14 MB)MP4147 - TryExcept.mp4 (46.12 MB)MP4148 - Catching Specific Errors.mp4 (64.65 MB)MP4149 - Error Messages.mp4 (38.33 MB)MP4150 - Raising Errors.mp4 (86.98 MB)MP4151 - The KeyboardInterrupt Error.mp4 (54.14 MB)MP4152 - The Finally Clause.mp4 (72.4 MB)MP4153 - An Exercise with Errors.mp4 (16.61 MB)MP4154 - A Solution to the Errors Exercise.mp4 (80.07 MB)MP4155 - An Exercise on Calculating Pi.mp4 (36.31 MB)MP4156 - A Solution to the Pi Exercise.mp4 (78.18 MB)MP4157 - Using Assertions.mp4 (71.19 MB)MP4158 - Classes.mp4 (83.84 MB)MP4159 - Constructors.mp4 (61.14 MB)MP4160 - The Mysterious Self Variable.mp4 (90.87 MB)MP4161 - Object Properties.mp4 (78.18 MB)MP4162 - Creating String Representations of Objects.mp4 (52.71 MB)MP4163 - Encapsulation.mp4 (71.17 MB)MP4164 - An ObjectOriented Word Game.mp4 (94.86 MB)MP4165 - Choosing Words.mp4 (50.35 MB)MP4166 - Guessing Letters.mp4 (74.59 MB)MP4167 - Displaying Letters.mp4 (70.07 MB)MP4168 - Completing the Word Game.mp4 (88.82 MB)MP4169 - Getters and Setters.mp4 (104.38 MB)MP4170 - Inheritance.mp4 (73.01 MB)MP4171 - Overriding Methods.mp4 (43.37 MB)MP4172 - Polymorphism.mp4 (69.24 MB)MP4173 - Super Constructors.mp4 (62.47 MB)MP4174 - Class Properties.mp4 (87.15 MB)MP4175 - Automatically Assigning IDs to Objects.mp4 (53.97 MB)MP4176 - Class Methods.mp4 (86.82 MB)MP4177 - Object and Classes.mp4 (73.79 MB)MP4178 - An Exercise in Object Orientation.mp4 (56.11 MB)MP4179 - First Part of a Solution to the Object Orientation Exercise.mp4 (62.75 MB)MP4180 - Second Part of the Solution to the Object Orientation Exercise.mp4 (82.19 MB)MP4181 - Third Part of the Solution to the Object Orientation Exercise.mp4 (80.59 MB)MP4182 - Class Hierarchies.mp4 (68.06 MB)MP4183 - Multiple Inheritance.mp4 (43.52 MB)MP4184 - The Diamond Problem.mp4 (75.46 MB)MP4185 - Mixins.mp4 (85.88 MB)MP4186 - The Property Class.mp4 (118.19 MB)MP4187 - Introducing Conways Game of Life.mp4 (35.21 MB)MP4188 - A Basic GUI App.mp4 (61 MB)MP4189 - Using Frames.mp4 (61.82 MB)MP4190 - Refactoring Into an OO Structure.mp4 (57.81 MB)MP4191 - Laying Out Widgets with Grids.mp4 (97.58 MB)MP4192 - A Canvas Class.mp4 (50.92 MB)MP4193 - Getting Widget Sizes.mp4 (120.83 MB)MP4194 - Drawing Cells.mp4 (78.12 MB)MP4195 - A Cell Class.mp4 (86.89 MB)MP4196 - Toggling Cell States.mp4 (85.43 MB)MP4197 - Handling Button Clicks.mp4 (74.04 MB)MP4198 - Selecting Neighbouring Cells.mp4 (46.37 MB)MP4199 - Wrapping Cell Selection.mp4 (98.76 MB)MP4200 - The Game of Life Rules.mp4 (43.69 MB)MP4201 - Implementing the Game of Life Rules.mp4 (109.27 MB)MP4202 - Clearing the Grid.mp4 (27.27 MB)MP4203 - Randomising Cell Selection.mp4 (88.79 MB)MP4 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