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giga-course.-com-udemy-complete-machine-learning-data-science-bootcamp-2023
magnet:?xt=urn:btih:a6cf12bd94a73edbac01d8ed1c1ba2bdd6c80e16&dn=giga-course.-com-udemy-complete-machine-learning-data-science-bootcamp-2023
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Hash值:
a6cf12bd94a73edbac01d8ed1c1ba2bdd6c80e16
点击数:
163
文件大小:
29.17 GB
文件数量:
321
创建日期:
2023-2-25 11:12
最后访问:
2024-4-11 01:45
访问标签:
giga-course
-com-udemy-complete-machine-learning-data-science-bootcamp-2023
文件列表详情
15 - Storytelling Communication How To Present Your Work/252 - Section Overview.mp4 11.41 MB
15 - Storytelling Communication How To Present Your Work/253 - Communicating Your Work.mp4 21.12 MB
15 - Storytelling Communication How To Present Your Work/254 - Communicating With Managers.mp4 10.94 MB
15 - Storytelling Communication How To Present Your Work/255 - Communicating With CoWorkers.mp4 11.39 MB
15 - Storytelling Communication How To Present Your Work/256 - Weekend Project Principle.mp4 14.81 MB
15 - Storytelling Communication How To Present Your Work/257 - Communicating With Outside World.mp4 9.16 MB
15 - Storytelling Communication How To Present Your Work/258 - Storytelling.mp4 6.86 MB
20 - Where To Go From Here/376 - Thank You.mp4 15.4 MB
7 - NumPy/59 - Section Overview.mp4 22.44 MB
7 - NumPy/60 - NumPy Introduction.mp4 21.32 MB
7 - NumPy/62 - NumPy DataTypes and Attributes.mp4 113.59 MB
7 - NumPy/63 - Creating NumPy Arrays.mp4 97.74 MB
7 - NumPy/64 - NumPy Random Seed.mp4 61.5 MB
7 - NumPy/65 - Viewing Arrays and Matrices.mp4 81.8 MB
7 - NumPy/66 - Manipulating Arrays.mp4 118.86 MB
7 - NumPy/67 - Manipulating Arrays 2.mp4 115.87 MB
7 - NumPy/68 - Standard Deviation and Variance.mp4 61.5 MB
7 - NumPy/69 - Reshape and Transpose.mp4 91.27 MB
7 - NumPy/70 - Dot Product vs Element Wise.mp4 122.36 MB
7 - NumPy/71 - Exercise Nut Butter Store Sales.mp4 154.7 MB
7 - NumPy/72 - Comparison Operators.mp4 38.23 MB
7 - NumPy/73 - Sorting Arrays.mp4 38.86 MB
7 - NumPy/74 - Turn Images Into NumPy Arrays.mp4 164.8 MB
7 - NumPy/75 - Exercise Imposter Syndrome.mp4 53.7 MB
16 - Career Advice Extra Bits/262 - What If I Dont Have Enough Experience.mp4 312.14 MB
16 - Career Advice Extra Bits/265 - JTS Learn to Learn.mp4 10.42 MB
16 - Career Advice Extra Bits/266 - JTS Start With Why.mp4 14.27 MB
16 - Career Advice Extra Bits/268 - CWD Git Github.mp4 361.96 MB
16 - Career Advice Extra Bits/269 - CWD Git Github 2.mp4 228.66 MB
16 - Career Advice Extra Bits/270 - Contributing To Open Source.mp4 235.6 MB
16 - Career Advice Extra Bits/271 - Contributing To Open Source 2.mp4 213.67 MB
18 - Learn Python Part 2/323 - Breaking The Flow.mp4 12.73 MB
18 - Learn Python Part 2/324 - Conditional Logic.mp4 92.52 MB
18 - Learn Python Part 2/325 - Indentation In Python.mp4 21.98 MB
18 - Learn Python Part 2/326 - Truthy vs Falsey.mp4 73.71 MB
18 - Learn Python Part 2/327 - Ternary Operator.mp4 12.51 MB
18 - Learn Python Part 2/328 - Short Circuiting.mp4 12.23 MB
18 - Learn Python Part 2/329 - Logical Operators.mp4 25.36 MB
18 - Learn Python Part 2/330 - Exercise Logical Operators.mp4 37.05 MB
18 - Learn Python Part 2/331 - is vs.mp4 30.78 MB
18 - Learn Python Part 2/332 - For Loops.mp4 25.22 MB
18 - Learn Python Part 2/333 - Iterables.mp4 54.29 MB
18 - Learn Python Part 2/334 - Exercise Tricky Counter.mp4 14.14 MB
18 - Learn Python Part 2/335 - range.mp4 34.29 MB
18 - Learn Python Part 2/336 - enumerate.mp4 17.66 MB
18 - Learn Python Part 2/337 - While Loops.mp4 21.04 MB
18 - Learn Python Part 2/338 - While Loops 2.mp4 16.74 MB
18 - Learn Python Part 2/339 - break continue pass.mp4 14.12 MB
18 - Learn Python Part 2/340 - Our First GUI.mp4 79.47 MB
18 - Learn Python Part 2/341 - DEVELOPER FUNDAMENTALS IV.mp4 41.33 MB
18 - Learn Python Part 2/342 - Exercise Find Duplicates.mp4 15.82 MB
18 - Learn Python Part 2/343 - Functions.mp4 34.06 MB
18 - Learn Python Part 2/344 - Parameters and Arguments.mp4 17.45 MB
18 - Learn Python Part 2/345 - Default Parameters and Keyword Arguments.mp4 29.14 MB
18 - Learn Python Part 2/346 - return.mp4 56.71 MB
18 - Learn Python Part 2/348 - Methods vs Functions.mp4 37.64 MB
18 - Learn Python Part 2/349 - Docstrings.mp4 15.72 MB
18 - Learn Python Part 2/350 - Clean Code.mp4 13.03 MB
18 - Learn Python Part 2/351 - args and kwargs.mp4 33.08 MB
18 - Learn Python Part 2/352 - Exercise Functions.mp4 16.38 MB
18 - Learn Python Part 2/353 - Scope.mp4 12.48 MB
18 - Learn Python Part 2/354 - Scope Rules.mp4 29.31 MB
18 - Learn Python Part 2/355 - global Keyword.mp4 33.36 MB
18 - Learn Python Part 2/356 - nonlocal Keyword.mp4 14.54 MB
18 - Learn Python Part 2/357 - Why Do We Need Scope.mp4 16.05 MB
18 - Learn Python Part 2/358 - Pure Functions.mp4 60.35 MB
18 - Learn Python Part 2/359 - map.mp4 48.26 MB
18 - Learn Python Part 2/360 - filter.mp4 14.97 MB
18 - Learn Python Part 2/361 - zip.mp4 16.01 MB
18 - Learn Python Part 2/362 - reduce.mp4 65.82 MB
18 - Learn Python Part 2/363 - List Comprehensions.mp4 38.85 MB
18 - Learn Python Part 2/364 - Set Comprehensions.mp4 26.61 MB
18 - Learn Python Part 2/365 - Exercise Comprehensions.mp4 14.59 MB
18 - Learn Python Part 2/367 - Modules in Python.mp4 168.43 MB
18 - Learn Python Part 2/369 - Optional PyCharm.mp4 65.24 MB
18 - Learn Python Part 2/370 - Packages in Python.mp4 109.34 MB
18 - Learn Python Part 2/371 - Different Ways To Import.mp4 39.03 MB
6 - Pandas Data Analysis/46 - Section Overview.mp4 11.33 MB
6 - Pandas Data Analysis/48 - Pandas Introduction.mp4 17.69 MB
6 - Pandas Data Analysis/49 - Series Data Frames and CSVs.mp4 165.29 MB
6 - Pandas Data Analysis/51 - Describing Data with Pandas.mp4 111.78 MB
6 - Pandas Data Analysis/52 - Selecting and Viewing Data with Pandas.mp4 86.05 MB
6 - Pandas Data Analysis/53 - Selecting and Viewing Data with Pandas Part 2.mp4 186.47 MB
6 - Pandas Data Analysis/54 - Manipulating Data.mp4 68.83 MB
6 - Pandas Data Analysis/55 - Manipulating Data 2.mp4 155.34 MB
6 - Pandas Data Analysis/56 - Manipulating Data 3.mp4 136.98 MB
6 - Pandas Data Analysis/58 - How To Download The Course Assignments.mp4 119.98 MB
11 - Milestone Project 1 Supervised Learning Classification/151 - Section Overview.mp4 6.99 MB
11 - Milestone Project 1 Supervised Learning Classification/152 - Project Overview.mp4 27.02 MB
11 - Milestone Project 1 Supervised Learning Classification/153 - Project Environment Setup.mp4 174.02 MB
11 - Milestone Project 1 Supervised Learning Classification/154 - Optional Windows Project Environment Setup.mp4 58.83 MB
11 - Milestone Project 1 Supervised Learning Classification/155 - Step 14 Framework Setup.mp4 190.82 MB
11 - Milestone Project 1 Supervised Learning Classification/156 - Getting Our Tools Ready.mp4 142.35 MB
11 - Milestone Project 1 Supervised Learning Classification/157 - Exploring Our Data.mp4 118.89 MB
11 - Milestone Project 1 Supervised Learning Classification/158 - Finding Patterns.mp4 106.47 MB
11 - Milestone Project 1 Supervised Learning Classification/159 - Finding Patterns 2.mp4 51.64 MB
11 - Milestone Project 1 Supervised Learning Classification/160 - Finding Patterns 3.mp4 248.7 MB
11 - Milestone Project 1 Supervised Learning Classification/161 - Preparing Our Data For Machine Learning.mp4 128.89 MB
11 - Milestone Project 1 Supervised Learning Classification/162 - Choosing The Right Models.mp4 174.81 MB
11 - Milestone Project 1 Supervised Learning Classification/163 - Experimenting With Machine Learning Models.mp4 100.08 MB
11 - Milestone Project 1 Supervised Learning Classification/164 - TuningImproving Our Model.mp4 102.77 MB
11 - Milestone Project 1 Supervised Learning Classification/165 - Tuning Hyperparameters.mp4 77.49 MB
11 - Milestone Project 1 Supervised Learning Classification/166 - Tuning Hyperparameters 2.mp4 188.09 MB
11 - Milestone Project 1 Supervised Learning Classification/167 - Tuning Hyperparameters 3.mp4 113.19 MB
11 - Milestone Project 1 Supervised Learning Classification/169 - Evaluating Our Model.mp4 122.8 MB
11 - Milestone Project 1 Supervised Learning Classification/170 - Evaluating Our Model 2.mp4 71 MB
11 - Milestone Project 1 Supervised Learning Classification/171 - Evaluating Our Model 3.mp4 111.86 MB
11 - Milestone Project 1 Supervised Learning Classification/172 - Finding The Most Important Features.mp4 222.58 MB
11 - Milestone Project 1 Supervised Learning Classification/173 - Reviewing The Project.mp4 156.89 MB
3 - Machine Learning and Data Science Framework/15 - Section Overview.mp4 9.48 MB
3 - Machine Learning and Data Science Framework/16 - Introducing Our Framework.mp4 6.24 MB
3 - Machine Learning and Data Science Framework/17 - 6 Step Machine Learning Framework.mp4 23.47 MB
3 - Machine Learning and Data Science Framework/18 - Types of Machine Learning Problems.mp4 32.62 MB
3 - Machine Learning and Data Science Framework/19 - Types of Data.mp4 33.2 MB
3 - Machine Learning and Data Science Framework/20 - Types of Evaluation.mp4 9.62 MB
3 - Machine Learning and Data Science Framework/21 - Features In Data.mp4 28.83 MB
3 - Machine Learning and Data Science Framework/22 - Modelling Splitting Data.mp4 19.89 MB
3 - Machine Learning and Data Science Framework/23 - Modelling Picking the Model.mp4 12.88 MB
3 - Machine Learning and Data Science Framework/24 - Modelling Tuning.mp4 9.14 MB
3 - Machine Learning and Data Science Framework/25 - Modelling Comparison.mp4 26.84 MB
3 - Machine Learning and Data Science Framework/27 - Experimentation.mp4 18.71 MB
3 - Machine Learning and Data Science Framework/28 - Tools We Will Use.mp4 20.36 MB
4 - The 2 Paths/30 - The 2 Paths.mp4 6.83 MB
13 - Data Engineering/195 - Data Engineering Introduction.mp4 9.58 MB
13 - Data Engineering/196 - What Is Data.mp4 62.89 MB
13 - Data Engineering/197 - What Is A Data Engineer.mp4 18.76 MB
13 - Data Engineering/198 - What Is A Data Engineer 2.mp4 24.21 MB
13 - Data Engineering/199 - What Is A Data Engineer 3.mp4 20.99 MB
13 - Data Engineering/200 - What Is A Data Engineer 4.mp4 11.3 MB
13 - Data Engineering/201 - Types Of Databases.mp4 41.74 MB
13 - Data Engineering/203 - Optional OLTP Databases.mp4 47.47 MB
13 - Data Engineering/205 - Hadoop HDFS and MapReduce.mp4 6.92 MB
13 - Data Engineering/206 - Apache Spark and Apache Flink.mp4 4.4 MB
13 - Data Engineering/207 - Kafka and Stream Processing.mp4 22.92 MB
8 - Matplotlib Plotting and Data Visualization/78 - Section Overview.mp4 6 MB
8 - Matplotlib Plotting and Data Visualization/79 - Matplotlib Introduction.mp4 34.69 MB
8 - Matplotlib Plotting and Data Visualization/80 - Importing And Using Matplotlib.mp4 146.57 MB
8 - Matplotlib Plotting and Data Visualization/81 - Anatomy Of A Matplotlib Figure.mp4 119.25 MB
8 - Matplotlib Plotting and Data Visualization/82 - Scatter Plot And Bar Plot.mp4 95.45 MB
8 - Matplotlib Plotting and Data Visualization/83 - Histograms And Subplots.mp4 116.53 MB
8 - Matplotlib Plotting and Data Visualization/84 - Subplots Option 2.mp4 54.35 MB
8 - Matplotlib Plotting and Data Visualization/85 - Quick Tip Data Visualizations.mp4 8.34 MB
8 - Matplotlib Plotting and Data Visualization/86 - Plotting From Pandas DataFrames.mp4 89.45 MB
8 - Matplotlib Plotting and Data Visualization/88 - Plotting From Pandas DataFrames 2.mp4 176.81 MB
8 - Matplotlib Plotting and Data Visualization/89 - Plotting from Pandas DataFrames 3.mp4 127.11 MB
8 - Matplotlib Plotting and Data Visualization/90 - Plotting from Pandas DataFrames 4.mp4 53.06 MB
8 - Matplotlib Plotting and Data Visualization/91 - Plotting from Pandas DataFrames 5.mp4 92.84 MB
8 - Matplotlib Plotting and Data Visualization/92 - Plotting from Pandas DataFrames 6.mp4 121 MB
8 - Matplotlib Plotting and Data Visualization/93 - Plotting from Pandas DataFrames 7.mp4 220.01 MB
8 - Matplotlib Plotting and Data Visualization/94 - Customizing Your Plots.mp4 161.13 MB
8 - Matplotlib Plotting and Data Visualization/95 - Customizing Your Plots 2.mp4 123.59 MB
8 - Matplotlib Plotting and Data Visualization/96 - Saving And Sharing Your Plots.mp4 92.56 MB
9 - Scikitlearn Creating Machine Learning Models/101 - Refresher What Is Machine Learning.mp4 33.43 MB
9 - Scikitlearn Creating Machine Learning Models/103 - Scikitlearn Cheatsheet.mp4 75.13 MB
9 - Scikitlearn Creating Machine Learning Models/104 - Typical scikitlearn Workflow.mp4 335.88 MB
9 - Scikitlearn Creating Machine Learning Models/105 - Optional Debugging Warnings In Jupyter.mp4 322.05 MB
9 - Scikitlearn Creating Machine Learning Models/106 - Getting Your Data Ready Splitting Your Data.mp4 108.98 MB
9 - Scikitlearn Creating Machine Learning Models/107 - Quick Tip Clean Transform Reduce.mp4 20.17 MB
9 - Scikitlearn Creating Machine Learning Models/108 - Getting Your Data Ready Convert Data To Numbers.mp4 236.88 MB
9 - Scikitlearn Creating Machine Learning Models/110 - Getting Your Data Ready Handling Missing Values With Pandas.mp4 186.79 MB
9 - Scikitlearn Creating Machine Learning Models/113 - Getting Your Data Ready Handling Missing Values With Scikitlearn.mp4 241.43 MB
9 - Scikitlearn Creating Machine Learning Models/114 - NEW Choosing The Right Model For Your Data.mp4 435.22 MB
9 - Scikitlearn Creating Machine Learning Models/115 - NEW Choosing The Right Model For Your Data 2 Regression.mp4 239.88 MB
9 - Scikitlearn Creating Machine Learning Models/117 - Quick Tip How ML Algorithms Work.mp4 10.92 MB
9 - Scikitlearn Creating Machine Learning Models/118 - Choosing The Right Model For Your Data 3 Classification.mp4 216.27 MB
9 - Scikitlearn Creating Machine Learning Models/119 - Fitting A Model To The Data.mp4 100.81 MB
9 - Scikitlearn Creating Machine Learning Models/120 - Making Predictions With Our Model.mp4 117.91 MB
9 - Scikitlearn Creating Machine Learning Models/121 - predict vs predictproba.mp4 56.5 MB
9 - Scikitlearn Creating Machine Learning Models/122 - NEW Making Predictions With Our Model Regression.mp4 145.9 MB
9 - Scikitlearn Creating Machine Learning Models/123 - NEW Evaluating A Machine Learning Model Score Part 1.mp4 153.18 MB
9 - Scikitlearn Creating Machine Learning Models/124 - NEW Evaluating A Machine Learning Model Score Part 2.mp4 115.21 MB
9 - Scikitlearn Creating Machine Learning Models/125 - Evaluating A Machine Learning Model 2 Cross Validation.mp4 142.19 MB
9 - Scikitlearn Creating Machine Learning Models/126 - Evaluating A Classification Model 1 Accuracy.mp4 45.61 MB
9 - Scikitlearn Creating Machine Learning Models/127 - Evaluating A Classification Model 2 ROC Curve.mp4 113.7 MB
9 - Scikitlearn Creating Machine Learning Models/128 - Evaluating A Classification Model 3 ROC Curve.mp4 85.33 MB
9 - Scikitlearn Creating Machine Learning Models/130 - Evaluating A Classification Model 4 Confusion Matrix.mp4 136.17 MB
9 - Scikitlearn Creating Machine Learning Models/131 - NEW Evaluating A Classification Model 5 Confusion Matrix.mp4 189.56 MB
9 - Scikitlearn Creating Machine Learning Models/132 - Evaluating A Classification Model 6 Classification Report.mp4 151.34 MB
9 - Scikitlearn Creating Machine Learning Models/133 - NEW Evaluating A Regression Model 1 R2 Score.mp4 181.28 MB
9 - Scikitlearn Creating Machine Learning Models/134 - NEW Evaluating A Regression Model 2 MAE.mp4 73.97 MB
9 - Scikitlearn Creating Machine Learning Models/135 - NEW Evaluating A Regression Model 3 MSE.mp4 161.59 MB
9 - Scikitlearn Creating Machine Learning Models/137 - NEW Evaluating A Model With Cross Validation and Scoring Parameter.mp4 410.15 MB
9 - Scikitlearn Creating Machine Learning Models/138 - NEW Evaluating A Model With Scikitlearn Functions.mp4 241.27 MB
9 - Scikitlearn Creating Machine Learning Models/139 - Improving A Machine Learning Model.mp4 161.3 MB
9 - Scikitlearn Creating Machine Learning Models/140 - Tuning Hyperparameters.mp4 118.94 MB
9 - Scikitlearn Creating Machine Learning Models/141 - Tuning Hyperparameters 2.mp4 202.73 MB
9 - Scikitlearn Creating Machine Learning Models/142 - Tuning Hyperparameters 3.mp4 212.07 MB
9 - Scikitlearn Creating Machine Learning Models/144 - Quick Tip Correlation Analysis.mp4 30.94 MB
9 - Scikitlearn Creating Machine Learning Models/145 - Saving And Loading A Model.mp4 91.29 MB
9 - Scikitlearn Creating Machine Learning Models/146 - Saving And Loading A Model 2.mp4 85.87 MB
9 - Scikitlearn Creating Machine Learning Models/147 - Putting It All Together.mp4 261.14 MB
9 - Scikitlearn Creating Machine Learning Models/148 - Putting It All Together 2.mp4 211.27 MB
9 - Scikitlearn Creating Machine Learning Models/98 - Section Overview.mp4 8.62 MB
9 - Scikitlearn Creating Machine Learning Models/99 - Scikitlearn Introduction.mp4 26.58 MB
2 - Machine Learning 101/10 - Types of Machine Learning.mp4 14.82 MB
2 - Machine Learning 101/12 - What Is Machine Learning Round 2.mp4 18.9 MB
2 - Machine Learning 101/13 - Section Review.mp4 3.98 MB
2 - Machine Learning 101/5 - What Is Machine Learning.mp4 28.3 MB
2 - Machine Learning 101/6 - AIMachine LearningData Science.mp4 19.67 MB
2 - Machine Learning 101/7 - Exercise Machine Learning Playground.mp4 42.62 MB
2 - Machine Learning 101/8 - How Did We Get Here.mp4 30.5 MB
2 - Machine Learning 101/9 - Exercise YouTube Recommendation Engine.mp4 12.92 MB
17 - Learn Python/274 - What Is A Programming Language.mp4 87.87 MB
17 - Learn Python/275 - Python Interpreter.mp4 138.04 MB
17 - Learn Python/276 - How To Run Python Code.mp4 72.35 MB
17 - Learn Python/277 - Our First Python Program.mp4 62.47 MB
17 - Learn Python/278 - Latest Version Of Python.mp4 12.95 MB
17 - Learn Python/279 - Python 2 vs Python 3.mp4 144.02 MB
17 - Learn Python/280 - Exercise How Does Python Work.mp4 28.84 MB
17 - Learn Python/281 - Learning Python.mp4 12.06 MB
17 - Learn Python/282 - Python Data Types.mp4 19.17 MB
17 - Learn Python/284 - Numbers.mp4 80.19 MB
17 - Learn Python/285 - Math Functions.mp4 18.2 MB
17 - Learn Python/286 - DEVELOPER FUNDAMENTALS I.mp4 107.13 MB
17 - Learn Python/287 - Operator Precedence.mp4 8.34 MB
17 - Learn Python/289 - Optional bin and complex.mp4 23.73 MB
17 - Learn Python/290 - Variables.mp4 99.55 MB
17 - Learn Python/291 - Expressions vs Statements.mp4 4.8 MB
17 - Learn Python/292 - Augmented Assignment Operator.mp4 8.46 MB
17 - Learn Python/293 - Strings.mp4 21.07 MB
17 - Learn Python/294 - String Concatenation.mp4 3.76 MB
17 - Learn Python/295 - Type Conversion.mp4 24.93 MB
17 - Learn Python/296 - Escape Sequences.mp4 12.95 MB
17 - Learn Python/297 - Formatted Strings.mp4 33.11 MB
17 - Learn Python/298 - String Indexes.mp4 25.64 MB
17 - Learn Python/299 - Immutability.mp4 12.69 MB
17 - Learn Python/300 - BuiltIn Functions Methods.mp4 90.98 MB
17 - Learn Python/301 - Booleans.mp4 17.57 MB
17 - Learn Python/302 - Exercise Type Conversion.mp4 39.03 MB
17 - Learn Python/303 - DEVELOPER FUNDAMENTALS II.mp4 39.49 MB
17 - Learn Python/304 - Exercise Password Checker.mp4 38.72 MB
17 - Learn Python/305 - Lists.mp4 12.97 MB
17 - Learn Python/306 - List Slicing.mp4 26.8 MB
17 - Learn Python/307 - Matrix.mp4 12.85 MB
17 - Learn Python/308 - List Methods.mp4 65.1 MB
17 - Learn Python/309 - List Methods 2.mp4 29.2 MB
17 - Learn Python/310 - List Methods 3.mp4 29.46 MB
17 - Learn Python/311 - Common List Patterns.mp4 30.72 MB
17 - Learn Python/312 - List Unpacking.mp4 9.3 MB
17 - Learn Python/313 - None.mp4 4.49 MB
17 - Learn Python/314 - Dictionaries.mp4 18.74 MB
17 - Learn Python/315 - DEVELOPER FUNDAMENTALS III.mp4 14.91 MB
17 - Learn Python/316 - Dictionary Keys.mp4 11.93 MB
17 - Learn Python/317 - Dictionary Methods.mp4 15.01 MB
17 - Learn Python/318 - Dictionary Methods 2.mp4 46.3 MB
17 - Learn Python/319 - Tuples.mp4 15.07 MB
17 - Learn Python/320 - Tuples 2.mp4 11.57 MB
17 - Learn Python/321 - Sets.mp4 39.02 MB
17 - Learn Python/322 - Sets 2.mp4 70.81 MB
1 - Introduction/1 - Course Outline.mp4 77.27 MB
1 - Introduction/2 - Join Our Online Classroom.mp4 151.56 MB
5 - Data Science Environment Setup/33 - Section Overview.mp4 3.88 MB
5 - Data Science Environment Setup/35 - What is Conda.mp4 7.26 MB
5 - Data Science Environment Setup/36 - Conda Environments.mp4 28.5 MB
5 - Data Science Environment Setup/37 - Mac Environment Setup.mp4 261.42 MB
5 - Data Science Environment Setup/38 - Mac Environment Setup 2.mp4 222.79 MB
5 - Data Science Environment Setup/39 - Windows Environment Setup.mp4 58.91 MB
5 - Data Science Environment Setup/40 - Windows Environment Setup 2.mp4 416.87 MB
5 - Data Science Environment Setup/43 - Jupyter Notebook Walkthrough.mp4 101.98 MB
5 - Data Science Environment Setup/44 - Jupyter Notebook Walkthrough 2.mp4 56.58 MB
5 - Data Science Environment Setup/45 - Jupyter Notebook Walkthrough 3.mp4 127.47 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/208 - Section Overview.mp4 15.09 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/209 - Deep Learning and Unstructured Data.mp4 119.78 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/211 - Setting Up Google Colab.mp4 80.31 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/212 - Google Colab Workspace.mp4 58.5 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/213 - Uploading Project Data.mp4 91.84 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/214 - Setting Up Our Data.mp4 75.89 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/215 - Setting Up Our Data 2.mp4 37.36 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/216 - Importing TensorFlow 2.mp4 210.55 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/217 - Optional TensorFlow 20 Default Issue.mp4 34.96 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/218 - Using A GPU.mp4 146.32 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/219 - Optional GPU and Google Colab.mp4 69.05 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/220 - Optional Reloading Colab Notebook.mp4 167.03 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/221 - Loading Our Data Labels.mp4 205.93 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/222 - Preparing The Images.mp4 243.6 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/223 - Turning Data Labels Into Numbers.mp4 195.68 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/224 - Creating Our Own Validation Set.mp4 94.83 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/225 - Preprocess Images.mp4 158.13 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/226 - Preprocess Images 2.mp4 190.39 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/227 - Turning Data Into Batches.mp4 155.25 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/228 - Turning Data Into Batches 2.mp4 265.76 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/229 - Visualizing Our Data.mp4 222.05 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/230 - Preparing Our Inputs and Outputs.mp4 84.68 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/232 - Building A Deep Learning Model.mp4 224.53 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/233 - Building A Deep Learning Model 2.mp4 192.16 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/234 - Building A Deep Learning Model 3.mp4 197.58 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/235 - Building A Deep Learning Model 4.mp4 155.09 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/236 - Summarizing Our Model.mp4 82.03 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/237 - Evaluating Our Model.mp4 116.01 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/238 - Preventing Overfitting.mp4 54.9 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/239 - Training Your Deep Neural Network.mp4 297.23 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/240 - Evaluating Performance With TensorBoard.mp4 132.89 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/241 - Make And Transform Predictions.mp4 279.06 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/242 - Transform Predictions To Text.mp4 228.54 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/243 - Visualizing Model Predictions.mp4 209.51 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/244 - Visualizing And Evaluate Model Predictions 2.mp4 253.7 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/245 - Visualizing And Evaluate Model Predictions 3.mp4 74.92 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/246 - Saving And Loading A Trained Model.mp4 226.83 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/247 - Training Model On Full Dataset.mp4 80.94 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/248 - Making Predictions On Test Images.mp4 245.09 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/249 - Submitting Model to Kaggle.mp4 74.88 MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/250 - Making Predictions On Our Images.mp4 119.39 MB
12 - Milestone Project 2 Supervised Learning Time Series Data/174 - Section Overview.mp4 15.78 MB
12 - Milestone Project 2 Supervised Learning Time Series Data/175 - Project Overview.mp4 22.1 MB
12 - Milestone Project 2 Supervised Learning Time Series Data/177 - Project Environment Setup.mp4 179 MB
12 - Milestone Project 2 Supervised Learning Time Series Data/178 - Step 14 Framework Setup.mp4 155.07 MB
12 - Milestone Project 2 Supervised Learning Time Series Data/179 - Exploring Our Data.mp4 251.42 MB
12 - Milestone Project 2 Supervised Learning Time Series Data/180 - Exploring Our Data 2.mp4 90.81 MB
12 - Milestone Project 2 Supervised Learning Time Series Data/181 - Feature Engineering.mp4 290.84 MB
12 - Milestone Project 2 Supervised Learning Time Series Data/182 - Turning Data Into Numbers.mp4 265.83 MB
12 - Milestone Project 2 Supervised Learning Time Series Data/183 - Filling Missing Numerical Values.mp4 190.06 MB
12 - Milestone Project 2 Supervised Learning Time Series Data/184 - Filling Missing Categorical Values.mp4 117.75 MB
12 - Milestone Project 2 Supervised Learning Time Series Data/185 - Fitting A Machine Learning Model.mp4 95.8 MB
12 - Milestone Project 2 Supervised Learning Time Series Data/186 - Splitting Data.mp4 146.01 MB
12 - Milestone Project 2 Supervised Learning Time Series Data/188 - Custom Evaluation Function.mp4 183.95 MB
12 - Milestone Project 2 Supervised Learning Time Series Data/189 - Reducing Data.mp4 168.6 MB
12 - Milestone Project 2 Supervised Learning Time Series Data/190 - RandomizedSearchCV.mp4 155.51 MB
12 - Milestone Project 2 Supervised Learning Time Series Data/191 - Improving Hyperparameters.mp4 144.18 MB
12 - Milestone Project 2 Supervised Learning Time Series Data/192 - Preproccessing Our Data.mp4 258.83 MB
12 - Milestone Project 2 Supervised Learning Time Series Data/193 - Making Predictions.mp4 142.08 MB
12 - Milestone Project 2 Supervised Learning Time Series Data/194 - Feature Importance.mp4 253.96 MB
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