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[GigaCourse.Com] Udemy - Complete Machine Learning Data Science Bootcamp 2023
magnet:?xt=urn:btih:d5dd3ad05a720a238ee11620e7cbc32e1e31790c&dn=[GigaCourse.Com] Udemy - Complete Machine Learning Data Science Bootcamp 2023
磁力链接详情
Hash值:
d5dd3ad05a720a238ee11620e7cbc32e1e31790c
点击数:
31
文件大小:
30.23 GB
文件数量:
324
创建日期:
2024-4-24 06:18
最后访问:
2024-5-8 00:10
访问标签:
GigaCourse
Com
Udemy
-
Complete
Machine
Learning
Data
Science
Bootcamp
2023
文件列表详情
1 - Introduction/1 - Course Outline.mp4 144.53 MB
1 - Introduction/2 - Join Our Online Classroom.mp4 151.62 MB
1 - Introduction/5 - Your First Day.mp4 43.08 MB
11 - Milestone Project 1 Supervised Learning Classification/153 - Section Overview.mp4 7.05 MB
11 - Milestone Project 1 Supervised Learning Classification/154 - Project Overview.mp4 22.14 MB
11 - Milestone Project 1 Supervised Learning Classification/155 - Project Environment Setup.mp4 174.37 MB
11 - Milestone Project 1 Supervised Learning Classification/156 - Optional Windows Project Environment Setup.mp4 59.05 MB
11 - Milestone Project 1 Supervised Learning Classification/157 - Step 14 Framework Setup.mp4 191.34 MB
11 - Milestone Project 1 Supervised Learning Classification/159 - Getting Our Tools Ready.mp4 142.63 MB
11 - Milestone Project 1 Supervised Learning Classification/160 - Exploring Our Data.mp4 119.2 MB
11 - Milestone Project 1 Supervised Learning Classification/161 - Finding Patterns.mp4 106.68 MB
11 - Milestone Project 1 Supervised Learning Classification/162 - Finding Patterns 2.mp4 166.51 MB
11 - Milestone Project 1 Supervised Learning Classification/163 - Finding Patterns 3.mp4 249.27 MB
11 - Milestone Project 1 Supervised Learning Classification/164 - Preparing Our Data For Machine Learning.mp4 129.14 MB
11 - Milestone Project 1 Supervised Learning Classification/165 - Choosing The Right Models.mp4 175.12 MB
11 - Milestone Project 1 Supervised Learning Classification/166 - Experimenting With Machine Learning Models.mp4 100.24 MB
11 - Milestone Project 1 Supervised Learning Classification/167 - TuningImproving Our Model.mp4 179.94 MB
11 - Milestone Project 1 Supervised Learning Classification/168 - Tuning Hyperparameters.mp4 194.1 MB
11 - Milestone Project 1 Supervised Learning Classification/169 - Tuning Hyperparameters 2.mp4 188.33 MB
11 - Milestone Project 1 Supervised Learning Classification/170 - Tuning Hyperparameters 3.mp4 113.2 MB
11 - Milestone Project 1 Supervised Learning Classification/172 - Evaluating Our Model.mp4 123.07 MB
11 - Milestone Project 1 Supervised Learning Classification/174 - Evaluating Our Model 2.mp4 71.34 MB
11 - Milestone Project 1 Supervised Learning Classification/175 - Evaluating Our Model 3.mp4 112.11 MB
11 - Milestone Project 1 Supervised Learning Classification/176 - Finding The Most Important Features.mp4 223.13 MB
11 - Milestone Project 1 Supervised Learning Classification/177 - Reviewing The Project.mp4 157.18 MB
12 - Milestone Project 2 Supervised Learning Time Series Data/178 - Section Overview.mp4 15.82 MB
12 - Milestone Project 2 Supervised Learning Time Series Data/179 - Project Overview.mp4 26.34 MB
12 - Milestone Project 2 Supervised Learning Time Series Data/181 - Project Environment Setup.mp4 179.25 MB
12 - Milestone Project 2 Supervised Learning Time Series Data/182 - Step 14 Framework Setup.mp4 155.21 MB
12 - Milestone Project 2 Supervised Learning Time Series Data/183 - Exploring Our Data.mp4 252.06 MB
12 - Milestone Project 2 Supervised Learning Time Series Data/184 - Exploring Our Data 2.mp4 91.05 MB
12 - Milestone Project 2 Supervised Learning Time Series Data/185 - Feature Engineering.mp4 291.02 MB
12 - Milestone Project 2 Supervised Learning Time Series Data/186 - Turning Data Into Numbers.mp4 266.33 MB
12 - Milestone Project 2 Supervised Learning Time Series Data/187 - Filling Missing Numerical Values.mp4 190.46 MB
12 - Milestone Project 2 Supervised Learning Time Series Data/188 - Filling Missing Categorical Values.mp4 118.08 MB
12 - Milestone Project 2 Supervised Learning Time Series Data/189 - Fitting A Machine Learning Model.mp4 95.91 MB
12 - Milestone Project 2 Supervised Learning Time Series Data/190 - Splitting Data.mp4 146.4 MB
12 - Milestone Project 2 Supervised Learning Time Series Data/192 - Custom Evaluation Function.mp4 184.37 MB
12 - Milestone Project 2 Supervised Learning Time Series Data/193 - Reducing Data.mp4 169.1 MB
12 - Milestone Project 2 Supervised Learning Time Series Data/194 - RandomizedSearchCV.mp4 155.85 MB
12 - Milestone Project 2 Supervised Learning Time Series Data/195 - Improving Hyperparameters.mp4 144.53 MB
12 - Milestone Project 2 Supervised Learning Time Series Data/196 - Preproccessing Our Data.mp4 259.34 MB
12 - Milestone Project 2 Supervised Learning Time Series Data/197 - Making Predictions.mp4 142.39 MB
12 - Milestone Project 2 Supervised Learning Time Series Data/198 - Feature Importance.mp4 254.58 MB
13 - Data Engineering/199 - Data Engineering Introduction.mp4 9.69 MB
13 - Data Engineering/200 - What Is Data.mp4 63.08 MB
13 - Data Engineering/201 - What Is A Data Engineer.mp4 18.89 MB
13 - Data Engineering/202 - What Is A Data Engineer 2.mp4 18.83 MB
13 - Data Engineering/203 - What Is A Data Engineer 3.mp4 21.15 MB
13 - Data Engineering/204 - What Is A Data Engineer 4.mp4 11.41 MB
13 - Data Engineering/205 - Types Of Databases.mp4 41.92 MB
13 - Data Engineering/207 - Optional OLTP Databases.mp4 124.38 MB
13 - Data Engineering/209 - Hadoop HDFS and MapReduce.mp4 7.06 MB
13 - Data Engineering/210 - Apache Spark and Apache Flink.mp4 4.47 MB
13 - Data Engineering/211 - Kafka and Stream Processing.mp4 23.03 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/212 - Section Overview.mp4 10.59 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/213 - Deep Learning and Unstructured Data.mp4 67.41 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/215 - Setting Up Google Colab.mp4 136.42 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/216 - Google Colab Workspace.mp4 58.59 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/217 - Uploading Project Data.mp4 91.99 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/218 - Setting Up Our Data.mp4 76.19 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/219 - Setting Up Our Data 2.mp4 37.44 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/220 - Importing TensorFlow 2.mp4 211.05 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/221 - Optional TensorFlow 20 Default Issue.mp4 35.17 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/222 - Using A GPU.mp4 146.49 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/223 - Optional GPU and Google Colab.mp4 69.22 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/224 - Optional Reloading Colab Notebook.mp4 167.08 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/225 - Loading Our Data Labels.mp4 206.23 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/226 - Preparing The Images.mp4 243.72 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/227 - Turning Data Labels Into Numbers.mp4 195.88 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/228 - Creating Our Own Validation Set.mp4 95.17 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/229 - Preprocess Images.mp4 158.27 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/230 - Preprocess Images 2.mp4 190.68 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/231 - Turning Data Into Batches.mp4 131.91 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/232 - Turning Data Into Batches 2.mp4 266.47 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/233 - Visualizing Our Data.mp4 222.52 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/234 - Preparing Our Inputs and Outputs.mp4 84.89 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/236 - Building A Deep Learning Model.mp4 224.8 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/237 - Building A Deep Learning Model 2.mp4 192.52 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/238 - Building A Deep Learning Model 3.mp4 197.71 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/239 - Building A Deep Learning Model 4.mp4 128.71 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/240 - Summarizing Our Model.mp4 82.18 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/241 - Evaluating Our Model.mp4 116.55 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/242 - Preventing Overfitting.mp4 54.95 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/243 - Training Your Deep Neural Network.mp4 297.53 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/244 - Evaluating Performance With TensorBoard.mp4 133.4 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/245 - Make And Transform Predictions.mp4 279 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/246 - Transform Predictions To Text.mp4 229.11 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/247 - Visualizing Model Predictions.mp4 210.23 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/248 - Visualizing And Evaluate Model Predictions 2.mp4 254.23 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/249 - Visualizing And Evaluate Model Predictions 3.mp4 209.25 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/250 - Saving And Loading A Trained Model.mp4 227.22 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/251 - Training Model On Full Dataset.mp4 251.75 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/252 - Making Predictions On Test Images.mp4 245.44 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/253 - Submitting Model to Kaggle.mp4 177.01 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/254 - Making Predictions On Our Images.mp4 210.21 MB
15 - Storytelling Communication How To Present Your Work/256 - Section Overview.mp4 7.64 MB
15 - Storytelling Communication How To Present Your Work/257 - Communicating Your Work.mp4 13.74 MB
15 - Storytelling Communication How To Present Your Work/258 - Communicating With Managers.mp4 11.04 MB
15 - Storytelling Communication How To Present Your Work/259 - Communicating With CoWorkers.mp4 11.5 MB
15 - Storytelling Communication How To Present Your Work/260 - Weekend Project Principle.mp4 15.02 MB
15 - Storytelling Communication How To Present Your Work/261 - Communicating With Outside World.mp4 9.27 MB
15 - Storytelling Communication How To Present Your Work/262 - Storytelling.mp4 6.95 MB
16 - Career Advice Extra Bits/266 - What If I Dont Have Enough Experience.mp4 312.77 MB
16 - Career Advice Extra Bits/269 - JTS Learn to Learn.mp4 10.48 MB
16 - Career Advice Extra Bits/270 - JTS Start With Why.mp4 14.38 MB
16 - Career Advice Extra Bits/272 - CWD Git Github.mp4 363.33 MB
16 - Career Advice Extra Bits/273 - CWD Git Github 2.mp4 229.22 MB
16 - Career Advice Extra Bits/274 - Contributing To Open Source.mp4 138.01 MB
16 - Career Advice Extra Bits/275 - Contributing To Open Source 2.mp4 121.11 MB
17 - Learn Python/278 - What Is A Programming Language.mp4 34.27 MB
17 - Learn Python/279 - Python Interpreter.mp4 88.52 MB
17 - Learn Python/280 - How To Run Python Code.mp4 61.15 MB
17 - Learn Python/281 - Latest Version Of Python.mp4 10.92 MB
17 - Learn Python/282 - Our First Python Program.mp4 34.15 MB
17 - Learn Python/283 - Python 2 vs Python 3.mp4 75.87 MB
17 - Learn Python/284 - Exercise How Does Python Work.mp4 16.72 MB
17 - Learn Python/285 - Learning Python.mp4 12.13 MB
17 - Learn Python/286 - Python Data Types.mp4 19.31 MB
17 - Learn Python/288 - Numbers.mp4 105.83 MB
17 - Learn Python/289 - Math Functions.mp4 28.45 MB
17 - Learn Python/290 - DEVELOPER FUNDAMENTALS I.mp4 107.47 MB
17 - Learn Python/291 - Operator Precedence.mp4 8.44 MB
17 - Learn Python/293 - Optional bin and complex.mp4 23.84 MB
17 - Learn Python/294 - Variables.mp4 100.02 MB
17 - Learn Python/295 - Expressions vs Statements.mp4 4.86 MB
17 - Learn Python/296 - Augmented Assignment Operator.mp4 8.55 MB
17 - Learn Python/297 - Strings.mp4 21.25 MB
17 - Learn Python/298 - String Concatenation.mp4 3.78 MB
17 - Learn Python/299 - Type Conversion.mp4 25.03 MB
17 - Learn Python/300 - Escape Sequences.mp4 13.09 MB
17 - Learn Python/301 - Formatted Strings.mp4 33.38 MB
17 - Learn Python/302 - String Indexes.mp4 25.92 MB
17 - Learn Python/303 - Immutability.mp4 12.78 MB
17 - Learn Python/304 - BuiltIn Functions Methods.mp4 91.42 MB
17 - Learn Python/305 - Booleans.mp4 17.67 MB
17 - Learn Python/306 - Exercise Type Conversion.mp4 39.31 MB
17 - Learn Python/307 - DEVELOPER FUNDAMENTALS II.mp4 39.61 MB
17 - Learn Python/308 - Exercise Password Checker.mp4 55.59 MB
17 - Learn Python/309 - Lists.mp4 13.13 MB
17 - Learn Python/310 - List Slicing.mp4 27.05 MB
17 - Learn Python/311 - Matrix.mp4 10.79 MB
17 - Learn Python/312 - List Methods.mp4 65.4 MB
17 - Learn Python/313 - List Methods 2.mp4 29.38 MB
17 - Learn Python/314 - List Methods 3.mp4 29.61 MB
17 - Learn Python/315 - Common List Patterns.mp4 26.57 MB
17 - Learn Python/316 - List Unpacking.mp4 9.38 MB
17 - Learn Python/317 - None.mp4 4.54 MB
17 - Learn Python/318 - Dictionaries.mp4 18.94 MB
17 - Learn Python/319 - DEVELOPER FUNDAMENTALS III.mp4 15.01 MB
17 - Learn Python/320 - Dictionary Keys.mp4 12.04 MB
17 - Learn Python/321 - Dictionary Methods.mp4 15.16 MB
17 - Learn Python/322 - Dictionary Methods 2.mp4 46.52 MB
17 - Learn Python/323 - Tuples.mp4 15.22 MB
17 - Learn Python/324 - Tuples 2.mp4 11.67 MB
17 - Learn Python/325 - Sets.mp4 39.26 MB
17 - Learn Python/326 - Sets 2.mp4 71.08 MB
18 - Learn Python Part 2/327 - Breaking The Flow.mp4 12.8 MB
18 - Learn Python Part 2/328 - Conditional Logic.mp4 92.92 MB
18 - Learn Python Part 2/329 - Indentation In Python.mp4 22.14 MB
18 - Learn Python Part 2/330 - Truthy vs Falsey.mp4 73.85 MB
18 - Learn Python Part 2/331 - Ternary Operator.mp4 12.64 MB
18 - Learn Python Part 2/332 - Short Circuiting.mp4 12.35 MB
18 - Learn Python Part 2/333 - Logical Operators.mp4 25.6 MB
18 - Learn Python Part 2/334 - Exercise Logical Operators.mp4 37.27 MB
18 - Learn Python Part 2/335 - is vs.mp4 22.55 MB
18 - Learn Python Part 2/336 - For Loops.mp4 25.44 MB
18 - Learn Python Part 2/337 - Iterables.mp4 54.49 MB
18 - Learn Python Part 2/338 - Exercise Tricky Counter.mp4 14.25 MB
18 - Learn Python Part 2/339 - range.mp4 34.45 MB
18 - Learn Python Part 2/340 - enumerate.mp4 17.81 MB
18 - Learn Python Part 2/341 - While Loops.mp4 21.24 MB
18 - Learn Python Part 2/342 - While Loops 2.mp4 16.93 MB
18 - Learn Python Part 2/343 - break continue pass.mp4 14.25 MB
18 - Learn Python Part 2/344 - Our First GUI.mp4 79.74 MB
18 - Learn Python Part 2/345 - DEVELOPER FUNDAMENTALS IV.mp4 41.59 MB
18 - Learn Python Part 2/346 - Exercise Find Duplicates.mp4 15.94 MB
18 - Learn Python Part 2/347 - Functions.mp4 27 MB
18 - Learn Python Part 2/348 - Parameters and Arguments.mp4 17.6 MB
18 - Learn Python Part 2/349 - Default Parameters and Keyword Arguments.mp4 29.32 MB
18 - Learn Python Part 2/350 - return.mp4 57.12 MB
18 - Learn Python Part 2/352 - Methods vs Functions.mp4 52.1 MB
18 - Learn Python Part 2/353 - Docstrings.mp4 15.84 MB
18 - Learn Python Part 2/354 - Clean Code.mp4 13.18 MB
18 - Learn Python Part 2/355 - args and kwargs.mp4 33.33 MB
18 - Learn Python Part 2/356 - Exercise Functions.mp4 16.51 MB
18 - Learn Python Part 2/357 - Scope.mp4 12.61 MB
18 - Learn Python Part 2/358 - Scope Rules.mp4 23.8 MB
18 - Learn Python Part 2/359 - global Keyword.mp4 33.56 MB
18 - Learn Python Part 2/360 - nonlocal Keyword.mp4 14.65 MB
18 - Learn Python Part 2/361 - Why Do We Need Scope.mp4 16.16 MB
18 - Learn Python Part 2/362 - Pure Functions.mp4 60.64 MB
18 - Learn Python Part 2/363 - map.mp4 48.46 MB
18 - Learn Python Part 2/364 - filter.mp4 15.11 MB
18 - Learn Python Part 2/365 - zip.mp4 16.11 MB
18 - Learn Python Part 2/366 - reduce.mp4 66.08 MB
18 - Learn Python Part 2/367 - List Comprehensions.mp4 39.13 MB
18 - Learn Python Part 2/368 - Set Comprehensions.mp4 26.8 MB
18 - Learn Python Part 2/369 - Exercise Comprehensions.mp4 14.73 MB
18 - Learn Python Part 2/371 - Modules in Python.mp4 169.06 MB
18 - Learn Python Part 2/373 - Optional PyCharm.mp4 65.49 MB
18 - Learn Python Part 2/374 - Packages in Python.mp4 109.64 MB
18 - Learn Python Part 2/375 - Different Ways To Import.mp4 39.25 MB
2 - Machine Learning 101/10 - How Did We Get Here.mp4 55.58 MB
2 - Machine Learning 101/11 - Exercise YouTube Recommendation Engine.mp4 13.06 MB
2 - Machine Learning 101/12 - Types of Machine Learning.mp4 14.97 MB
2 - Machine Learning 101/14 - What Is Machine Learning Round 2.mp4 19.07 MB
2 - Machine Learning 101/15 - Section Review.mp4 4.04 MB
2 - Machine Learning 101/6 - What Is Machine Learning.mp4 29.9 MB
2 - Machine Learning 101/7 - AIMachine LearningData Science.mp4 22.73 MB
2 - Machine Learning 101/8 - ZTM Resources.mp4 79.72 MB
2 - Machine Learning 101/9 - Exercise Machine Learning Playground.mp4 65.5 MB
20 - Where To Go From Here/380 - Thank You.mp4 15.5 MB
3 - Machine Learning and Data Science Framework/17 - Section Overview.mp4 9.58 MB
3 - Machine Learning and Data Science Framework/18 - Introducing Our Framework.mp4 7.71 MB
3 - Machine Learning and Data Science Framework/19 - 6 Step Machine Learning Framework.mp4 15.22 MB
3 - Machine Learning and Data Science Framework/20 - Types of Machine Learning Problems.mp4 32.95 MB
3 - Machine Learning and Data Science Framework/21 - Types of Data.mp4 33.34 MB
3 - Machine Learning and Data Science Framework/22 - Types of Evaluation.mp4 9.71 MB
3 - Machine Learning and Data Science Framework/23 - Features In Data.mp4 29 MB
3 - Machine Learning and Data Science Framework/24 - Modelling Splitting Data.mp4 20.09 MB
3 - Machine Learning and Data Science Framework/25 - Modelling Picking the Model.mp4 13.01 MB
3 - Machine Learning and Data Science Framework/26 - Modelling Tuning.mp4 9.25 MB
3 - Machine Learning and Data Science Framework/27 - Modelling Comparison.mp4 27.14 MB
3 - Machine Learning and Data Science Framework/29 - Experimentation.mp4 18.83 MB
3 - Machine Learning and Data Science Framework/30 - Tools We Will Use.mp4 23.98 MB
4 - The 2 Paths/32 - The 2 Paths.mp4 6.94 MB
5 - Data Science Environment Setup/35 - Section Overview.mp4 3.91 MB
5 - Data Science Environment Setup/36 - Introducing Our Tools.mp4 16.37 MB
5 - Data Science Environment Setup/37 - What is Conda.mp4 7.34 MB
5 - Data Science Environment Setup/38 - Conda Environments.mp4 28.65 MB
5 - Data Science Environment Setup/39 - Mac Environment Setup.mp4 261.92 MB
5 - Data Science Environment Setup/40 - Mac Environment Setup 2.mp4 223.27 MB
5 - Data Science Environment Setup/41 - Windows Environment Setup.mp4 59.15 MB
5 - Data Science Environment Setup/42 - Windows Environment Setup 2.mp4 417.54 MB
5 - Data Science Environment Setup/45 - Jupyter Notebook Walkthrough.mp4 102.3 MB
5 - Data Science Environment Setup/46 - Jupyter Notebook Walkthrough 2.mp4 174.87 MB
5 - Data Science Environment Setup/47 - Jupyter Notebook Walkthrough 3.mp4 127.7 MB
6 - Pandas Data Analysis/48 - Section Overview.mp4 7.8 MB
6 - Pandas Data Analysis/50 - Pandas Introduction.mp4 17.84 MB
6 - Pandas Data Analysis/51 - Series Data Frames and CSVs.mp4 165.75 MB
6 - Pandas Data Analysis/53 - Describing Data with Pandas.mp4 112.17 MB
6 - Pandas Data Analysis/54 - Selecting and Viewing Data with Pandas.mp4 106.3 MB
6 - Pandas Data Analysis/55 - Selecting and Viewing Data with Pandas Part 2.mp4 186.87 MB
6 - Pandas Data Analysis/56 - Manipulating Data.mp4 180.41 MB
6 - Pandas Data Analysis/57 - Manipulating Data 2.mp4 155.61 MB
6 - Pandas Data Analysis/58 - Manipulating Data 3.mp4 137.23 MB
6 - Pandas Data Analysis/60 - How To Download The Course Assignments.mp4 120.33 MB
7 - NumPy/61 - Section Overview.mp4 22.49 MB
7 - NumPy/62 - NumPy Introduction.mp4 21.52 MB
7 - NumPy/64 - NumPy DataTypes and Attributes.mp4 114.03 MB
7 - NumPy/65 - Creating NumPy Arrays.mp4 77.68 MB
7 - NumPy/66 - NumPy Random Seed.mp4 61.67 MB
7 - NumPy/67 - Viewing Arrays and Matrices.mp4 103.66 MB
7 - NumPy/68 - Manipulating Arrays.mp4 119.17 MB
7 - NumPy/69 - Manipulating Arrays 2.mp4 116.07 MB
7 - NumPy/70 - Standard Deviation and Variance.mp4 35.74 MB
7 - NumPy/71 - Reshape and Transpose.mp4 91.5 MB
7 - NumPy/72 - Dot Product vs Element Wise.mp4 122.81 MB
7 - NumPy/73 - Exercise Nut Butter Store Sales.mp4 155.05 MB
7 - NumPy/74 - Comparison Operators.mp4 38.34 MB
7 - NumPy/75 - Sorting Arrays.mp4 20.18 MB
7 - NumPy/76 - Turn Images Into NumPy Arrays.mp4 164.89 MB
7 - NumPy/77 - Exercise Imposter Syndrome.mp4 53.8 MB
8 - Matplotlib Plotting and Data Visualization/80 - Section Overview.mp4 6.06 MB
8 - Matplotlib Plotting and Data Visualization/81 - Matplotlib Introduction.mp4 34.92 MB
8 - Matplotlib Plotting and Data Visualization/82 - Importing And Using Matplotlib.mp4 146.91 MB
8 - Matplotlib Plotting and Data Visualization/83 - Anatomy Of A Matplotlib Figure.mp4 119.47 MB
8 - Matplotlib Plotting and Data Visualization/84 - Scatter Plot And Bar Plot.mp4 95.78 MB
8 - Matplotlib Plotting and Data Visualization/85 - Histograms And Subplots.mp4 117.24 MB
8 - Matplotlib Plotting and Data Visualization/86 - Subplots Option 2.mp4 54.46 MB
8 - Matplotlib Plotting and Data Visualization/87 - Quick Tip Data Visualizations.mp4 8.37 MB
8 - Matplotlib Plotting and Data Visualization/88 - Plotting From Pandas DataFrames.mp4 109.82 MB
8 - Matplotlib Plotting and Data Visualization/90 - Plotting From Pandas DataFrames 2.mp4 176.96 MB
8 - Matplotlib Plotting and Data Visualization/91 - Plotting from Pandas DataFrames 3.mp4 127.44 MB
8 - Matplotlib Plotting and Data Visualization/92 - Plotting from Pandas DataFrames 4.mp4 53.31 MB
8 - Matplotlib Plotting and Data Visualization/93 - Plotting from Pandas DataFrames 5.mp4 93.01 MB
8 - Matplotlib Plotting and Data Visualization/94 - Plotting from Pandas DataFrames 6.mp4 121.39 MB
8 - Matplotlib Plotting and Data Visualization/95 - Plotting from Pandas DataFrames 7.mp4 63.39 MB
8 - Matplotlib Plotting and Data Visualization/96 - Customizing Your Plots.mp4 161.48 MB
8 - Matplotlib Plotting and Data Visualization/97 - Customizing Your Plots 2.mp4 235.48 MB
8 - Matplotlib Plotting and Data Visualization/98 - Saving And Sharing Your Plots.mp4 92.86 MB
9 - Scikitlearn Creating Machine Learning Models/100 - Section Overview.mp4 8.7 MB
9 - Scikitlearn Creating Machine Learning Models/101 - Scikitlearn Introduction.mp4 26.78 MB
9 - Scikitlearn Creating Machine Learning Models/103 - Refresher What Is Machine Learning.mp4 33.66 MB
9 - Scikitlearn Creating Machine Learning Models/105 - Scikitlearn Cheatsheet.mp4 139.86 MB
9 - Scikitlearn Creating Machine Learning Models/106 - Typical scikitlearn Workflow.mp4 336.69 MB
9 - Scikitlearn Creating Machine Learning Models/107 - Optional Debugging Warnings In Jupyter.mp4 322.27 MB
9 - Scikitlearn Creating Machine Learning Models/108 - Getting Your Data Ready Splitting Your Data.mp4 109.19 MB
9 - Scikitlearn Creating Machine Learning Models/109 - Quick Tip Clean Transform Reduce.mp4 20.33 MB
9 - Scikitlearn Creating Machine Learning Models/110 - Getting Your Data Ready Convert Data To Numbers.mp4 237.46 MB
9 - Scikitlearn Creating Machine Learning Models/112 - Getting Your Data Ready Handling Missing Values With Pandas.mp4 187.04 MB
9 - Scikitlearn Creating Machine Learning Models/115 - Getting Your Data Ready Handling Missing Values With Scikitlearn.mp4 242.27 MB
9 - Scikitlearn Creating Machine Learning Models/116 - NEW Choosing The Right Model For Your Data.mp4 354.22 MB
9 - Scikitlearn Creating Machine Learning Models/117 - NEW Choosing The Right Model For Your Data 2 Regression.mp4 240.25 MB
9 - Scikitlearn Creating Machine Learning Models/119 - Quick Tip How ML Algorithms Work.mp4 10.96 MB
9 - Scikitlearn Creating Machine Learning Models/120 - Choosing The Right Model For Your Data 3 Classification.mp4 216.78 MB
9 - Scikitlearn Creating Machine Learning Models/121 - Fitting A Model To The Data.mp4 101.09 MB
9 - Scikitlearn Creating Machine Learning Models/122 - Making Predictions With Our Model.mp4 118.23 MB
9 - Scikitlearn Creating Machine Learning Models/123 - predict vs predictproba.mp4 66.77 MB
9 - Scikitlearn Creating Machine Learning Models/124 - NEW Making Predictions With Our Model Regression.mp4 146.18 MB
9 - Scikitlearn Creating Machine Learning Models/125 - NEW Evaluating A Machine Learning Model Score Part 1.mp4 61.38 MB
9 - Scikitlearn Creating Machine Learning Models/126 - NEW Evaluating A Machine Learning Model Score Part 2.mp4 115.47 MB
9 - Scikitlearn Creating Machine Learning Models/127 - Evaluating A Machine Learning Model 2 Cross Validation.mp4 142.71 MB
9 - Scikitlearn Creating Machine Learning Models/128 - Evaluating A Classification Model 1 Accuracy.mp4 52.61 MB
9 - Scikitlearn Creating Machine Learning Models/129 - Evaluating A Classification Model 2 ROC Curve.mp4 113.92 MB
9 - Scikitlearn Creating Machine Learning Models/130 - Evaluating A Classification Model 3 ROC Curve.mp4 85.61 MB
9 - Scikitlearn Creating Machine Learning Models/132 - Evaluating A Classification Model 4 Confusion Matrix.mp4 136.48 MB
9 - Scikitlearn Creating Machine Learning Models/133 - NEW Evaluating A Classification Model 5 Confusion Matrix.mp4 232.42 MB
9 - Scikitlearn Creating Machine Learning Models/134 - Evaluating A Classification Model 6 Classification Report.mp4 151.54 MB
9 - Scikitlearn Creating Machine Learning Models/135 - NEW Evaluating A Regression Model 1 R2 Score.mp4 181.46 MB
9 - Scikitlearn Creating Machine Learning Models/136 - NEW Evaluating A Regression Model 2 MAE.mp4 74.22 MB
9 - Scikitlearn Creating Machine Learning Models/137 - NEW Evaluating A Regression Model 3 MSE.mp4 161.91 MB
9 - Scikitlearn Creating Machine Learning Models/139 - NEW Evaluating A Model With Cross Validation and Scoring Parameter.mp4 410.96 MB
9 - Scikitlearn Creating Machine Learning Models/140 - NEW Evaluating A Model With Scikitlearn Functions.mp4 241.76 MB
9 - Scikitlearn Creating Machine Learning Models/141 - Improving A Machine Learning Model.mp4 161.6 MB
9 - Scikitlearn Creating Machine Learning Models/142 - Tuning Hyperparameters.mp4 310.69 MB
9 - Scikitlearn Creating Machine Learning Models/143 - Tuning Hyperparameters 2.mp4 202.9 MB
9 - Scikitlearn Creating Machine Learning Models/144 - Tuning Hyperparameters 3.mp4 212.6 MB
9 - Scikitlearn Creating Machine Learning Models/146 - Quick Tip Correlation Analysis.mp4 30.93 MB
9 - Scikitlearn Creating Machine Learning Models/147 - Saving And Loading A Model.mp4 91.61 MB
9 - Scikitlearn Creating Machine Learning Models/148 - Saving And Loading A Model 2.mp4 86.09 MB
9 - Scikitlearn Creating Machine Learning Models/149 - Putting It All Together.mp4 261.83 MB
9 - Scikitlearn Creating Machine Learning Models/150 - Putting It All Together 2.mp4 211.7 MB
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