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[GigaCourse.Com] Udemy - Complete Machine Learning Data Science Bootcamp 2023
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2024-4-24 06:18
2024-12-25 20:28
192
30.23 GB
324
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GigaCourse
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Udemy
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Complete
Machine
Learning
Data
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2023
文件列表
1 - Introduction/1 - Course Outline.mp4
144.53MB
1 - Introduction/2 - Join Our Online Classroom.mp4
151.62MB
1 - Introduction/5 - Your First Day.mp4
43.08MB
11 - Milestone Project 1 Supervised Learning Classification/153 - Section Overview.mp4
7.05MB
11 - Milestone Project 1 Supervised Learning Classification/154 - Project Overview.mp4
22.14MB
11 - Milestone Project 1 Supervised Learning Classification/155 - Project Environment Setup.mp4
174.37MB
11 - Milestone Project 1 Supervised Learning Classification/156 - Optional Windows Project Environment Setup.mp4
59.05MB
11 - Milestone Project 1 Supervised Learning Classification/157 - Step 14 Framework Setup.mp4
191.34MB
11 - Milestone Project 1 Supervised Learning Classification/159 - Getting Our Tools Ready.mp4
142.63MB
11 - Milestone Project 1 Supervised Learning Classification/160 - Exploring Our Data.mp4
119.2MB
11 - Milestone Project 1 Supervised Learning Classification/161 - Finding Patterns.mp4
106.68MB
11 - Milestone Project 1 Supervised Learning Classification/162 - Finding Patterns 2.mp4
166.51MB
11 - Milestone Project 1 Supervised Learning Classification/163 - Finding Patterns 3.mp4
249.27MB
11 - Milestone Project 1 Supervised Learning Classification/164 - Preparing Our Data For Machine Learning.mp4
129.14MB
11 - Milestone Project 1 Supervised Learning Classification/165 - Choosing The Right Models.mp4
175.12MB
11 - Milestone Project 1 Supervised Learning Classification/166 - Experimenting With Machine Learning Models.mp4
100.24MB
11 - Milestone Project 1 Supervised Learning Classification/167 - TuningImproving Our Model.mp4
179.94MB
11 - Milestone Project 1 Supervised Learning Classification/168 - Tuning Hyperparameters.mp4
194.1MB
11 - Milestone Project 1 Supervised Learning Classification/169 - Tuning Hyperparameters 2.mp4
188.33MB
11 - Milestone Project 1 Supervised Learning Classification/170 - Tuning Hyperparameters 3.mp4
113.2MB
11 - Milestone Project 1 Supervised Learning Classification/172 - Evaluating Our Model.mp4
123.07MB
11 - Milestone Project 1 Supervised Learning Classification/174 - Evaluating Our Model 2.mp4
71.34MB
11 - Milestone Project 1 Supervised Learning Classification/175 - Evaluating Our Model 3.mp4
112.11MB
11 - Milestone Project 1 Supervised Learning Classification/176 - Finding The Most Important Features.mp4
223.13MB
11 - Milestone Project 1 Supervised Learning Classification/177 - Reviewing The Project.mp4
157.18MB
12 - Milestone Project 2 Supervised Learning Time Series Data/178 - Section Overview.mp4
15.82MB
12 - Milestone Project 2 Supervised Learning Time Series Data/179 - Project Overview.mp4
26.34MB
12 - Milestone Project 2 Supervised Learning Time Series Data/181 - Project Environment Setup.mp4
179.25MB
12 - Milestone Project 2 Supervised Learning Time Series Data/182 - Step 14 Framework Setup.mp4
155.21MB
12 - Milestone Project 2 Supervised Learning Time Series Data/183 - Exploring Our Data.mp4
252.06MB
12 - Milestone Project 2 Supervised Learning Time Series Data/184 - Exploring Our Data 2.mp4
91.05MB
12 - Milestone Project 2 Supervised Learning Time Series Data/185 - Feature Engineering.mp4
291.02MB
12 - Milestone Project 2 Supervised Learning Time Series Data/186 - Turning Data Into Numbers.mp4
266.33MB
12 - Milestone Project 2 Supervised Learning Time Series Data/187 - Filling Missing Numerical Values.mp4
190.46MB
12 - Milestone Project 2 Supervised Learning Time Series Data/188 - Filling Missing Categorical Values.mp4
118.08MB
12 - Milestone Project 2 Supervised Learning Time Series Data/189 - Fitting A Machine Learning Model.mp4
95.91MB
12 - Milestone Project 2 Supervised Learning Time Series Data/190 - Splitting Data.mp4
146.4MB
12 - Milestone Project 2 Supervised Learning Time Series Data/192 - Custom Evaluation Function.mp4
184.37MB
12 - Milestone Project 2 Supervised Learning Time Series Data/193 - Reducing Data.mp4
169.1MB
12 - Milestone Project 2 Supervised Learning Time Series Data/194 - RandomizedSearchCV.mp4
155.85MB
12 - Milestone Project 2 Supervised Learning Time Series Data/195 - Improving Hyperparameters.mp4
144.53MB
12 - Milestone Project 2 Supervised Learning Time Series Data/196 - Preproccessing Our Data.mp4
259.34MB
12 - Milestone Project 2 Supervised Learning Time Series Data/197 - Making Predictions.mp4
142.39MB
12 - Milestone Project 2 Supervised Learning Time Series Data/198 - Feature Importance.mp4
254.58MB
13 - Data Engineering/199 - Data Engineering Introduction.mp4
9.69MB
13 - Data Engineering/200 - What Is Data.mp4
63.08MB
13 - Data Engineering/201 - What Is A Data Engineer.mp4
18.89MB
13 - Data Engineering/202 - What Is A Data Engineer 2.mp4
18.83MB
13 - Data Engineering/203 - What Is A Data Engineer 3.mp4
21.15MB
13 - Data Engineering/204 - What Is A Data Engineer 4.mp4
11.41MB
13 - Data Engineering/205 - Types Of Databases.mp4
41.92MB
13 - Data Engineering/207 - Optional OLTP Databases.mp4
124.38MB
13 - Data Engineering/209 - Hadoop HDFS and MapReduce.mp4
7.06MB
13 - Data Engineering/210 - Apache Spark and Apache Flink.mp4
4.47MB
13 - Data Engineering/211 - Kafka and Stream Processing.mp4
23.03MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/212 - Section Overview.mp4
10.59MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/213 - Deep Learning and Unstructured Data.mp4
67.41MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/215 - Setting Up Google Colab.mp4
136.42MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/216 - Google Colab Workspace.mp4
58.59MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/217 - Uploading Project Data.mp4
91.99MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/218 - Setting Up Our Data.mp4
76.19MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/219 - Setting Up Our Data 2.mp4
37.44MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/220 - Importing TensorFlow 2.mp4
211.05MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/221 - Optional TensorFlow 20 Default Issue.mp4
35.17MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/222 - Using A GPU.mp4
146.49MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/223 - Optional GPU and Google Colab.mp4
69.22MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/224 - Optional Reloading Colab Notebook.mp4
167.08MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/225 - Loading Our Data Labels.mp4
206.23MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/226 - Preparing The Images.mp4
243.72MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/227 - Turning Data Labels Into Numbers.mp4
195.88MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/228 - Creating Our Own Validation Set.mp4
95.17MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/229 - Preprocess Images.mp4
158.27MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/230 - Preprocess Images 2.mp4
190.68MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/231 - Turning Data Into Batches.mp4
131.91MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/232 - Turning Data Into Batches 2.mp4
266.47MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/233 - Visualizing Our Data.mp4
222.52MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/234 - Preparing Our Inputs and Outputs.mp4
84.89MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/236 - Building A Deep Learning Model.mp4
224.8MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/237 - Building A Deep Learning Model 2.mp4
192.52MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/238 - Building A Deep Learning Model 3.mp4
197.71MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/239 - Building A Deep Learning Model 4.mp4
128.71MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/240 - Summarizing Our Model.mp4
82.18MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/241 - Evaluating Our Model.mp4
116.55MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/242 - Preventing Overfitting.mp4
54.95MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/243 - Training Your Deep Neural Network.mp4
297.53MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/244 - Evaluating Performance With TensorBoard.mp4
133.4MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/245 - Make And Transform Predictions.mp4
279MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/246 - Transform Predictions To Text.mp4
229.11MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/247 - Visualizing Model Predictions.mp4
210.23MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/248 - Visualizing And Evaluate Model Predictions 2.mp4
254.23MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/249 - Visualizing And Evaluate Model Predictions 3.mp4
209.25MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/250 - Saving And Loading A Trained Model.mp4
227.22MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/251 - Training Model On Full Dataset.mp4
251.75MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/252 - Making Predictions On Test Images.mp4
245.44MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/253 - Submitting Model to Kaggle.mp4
177.01MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/254 - Making Predictions On Our Images.mp4
210.21MB
15 - Storytelling Communication How To Present Your Work/256 - Section Overview.mp4
7.64MB
15 - Storytelling Communication How To Present Your Work/257 - Communicating Your Work.mp4
13.74MB
15 - Storytelling Communication How To Present Your Work/258 - Communicating With Managers.mp4
11.04MB
15 - Storytelling Communication How To Present Your Work/259 - Communicating With CoWorkers.mp4
11.5MB
15 - Storytelling Communication How To Present Your Work/260 - Weekend Project Principle.mp4
15.02MB
15 - Storytelling Communication How To Present Your Work/261 - Communicating With Outside World.mp4
9.27MB
15 - Storytelling Communication How To Present Your Work/262 - Storytelling.mp4
6.95MB
16 - Career Advice Extra Bits/266 - What If I Dont Have Enough Experience.mp4
312.77MB
16 - Career Advice Extra Bits/269 - JTS Learn to Learn.mp4
10.48MB
16 - Career Advice Extra Bits/270 - JTS Start With Why.mp4
14.38MB
16 - Career Advice Extra Bits/272 - CWD Git Github.mp4
363.33MB
16 - Career Advice Extra Bits/273 - CWD Git Github 2.mp4
229.22MB
16 - Career Advice Extra Bits/274 - Contributing To Open Source.mp4
138.01MB
16 - Career Advice Extra Bits/275 - Contributing To Open Source 2.mp4
121.11MB
17 - Learn Python/278 - What Is A Programming Language.mp4
34.27MB
17 - Learn Python/279 - Python Interpreter.mp4
88.52MB
17 - Learn Python/280 - How To Run Python Code.mp4
61.15MB
17 - Learn Python/281 - Latest Version Of Python.mp4
10.92MB
17 - Learn Python/282 - Our First Python Program.mp4
34.15MB
17 - Learn Python/283 - Python 2 vs Python 3.mp4
75.87MB
17 - Learn Python/284 - Exercise How Does Python Work.mp4
16.72MB
17 - Learn Python/285 - Learning Python.mp4
12.13MB
17 - Learn Python/286 - Python Data Types.mp4
19.31MB
17 - Learn Python/288 - Numbers.mp4
105.83MB
17 - Learn Python/289 - Math Functions.mp4
28.45MB
17 - Learn Python/290 - DEVELOPER FUNDAMENTALS I.mp4
107.47MB
17 - Learn Python/291 - Operator Precedence.mp4
8.44MB
17 - Learn Python/293 - Optional bin and complex.mp4
23.84MB
17 - Learn Python/294 - Variables.mp4
100.02MB
17 - Learn Python/295 - Expressions vs Statements.mp4
4.86MB
17 - Learn Python/296 - Augmented Assignment Operator.mp4
8.55MB
17 - Learn Python/297 - Strings.mp4
21.25MB
17 - Learn Python/298 - String Concatenation.mp4
3.78MB
17 - Learn Python/299 - Type Conversion.mp4
25.03MB
17 - Learn Python/300 - Escape Sequences.mp4
13.09MB
17 - Learn Python/301 - Formatted Strings.mp4
33.38MB
17 - Learn Python/302 - String Indexes.mp4
25.92MB
17 - Learn Python/303 - Immutability.mp4
12.78MB
17 - Learn Python/304 - BuiltIn Functions Methods.mp4
91.42MB
17 - Learn Python/305 - Booleans.mp4
17.67MB
17 - Learn Python/306 - Exercise Type Conversion.mp4
39.31MB
17 - Learn Python/307 - DEVELOPER FUNDAMENTALS II.mp4
39.61MB
17 - Learn Python/308 - Exercise Password Checker.mp4
55.59MB
17 - Learn Python/309 - Lists.mp4
13.13MB
17 - Learn Python/310 - List Slicing.mp4
27.05MB
17 - Learn Python/311 - Matrix.mp4
10.79MB
17 - Learn Python/312 - List Methods.mp4
65.4MB
17 - Learn Python/313 - List Methods 2.mp4
29.38MB
17 - Learn Python/314 - List Methods 3.mp4
29.61MB
17 - Learn Python/315 - Common List Patterns.mp4
26.57MB
17 - Learn Python/316 - List Unpacking.mp4
9.38MB
17 - Learn Python/317 - None.mp4
4.54MB
17 - Learn Python/318 - Dictionaries.mp4
18.94MB
17 - Learn Python/319 - DEVELOPER FUNDAMENTALS III.mp4
15.01MB
17 - Learn Python/320 - Dictionary Keys.mp4
12.04MB
17 - Learn Python/321 - Dictionary Methods.mp4
15.16MB
17 - Learn Python/322 - Dictionary Methods 2.mp4
46.52MB
17 - Learn Python/323 - Tuples.mp4
15.22MB
17 - Learn Python/324 - Tuples 2.mp4
11.67MB
17 - Learn Python/325 - Sets.mp4
39.26MB
17 - Learn Python/326 - Sets 2.mp4
71.08MB
18 - Learn Python Part 2/327 - Breaking The Flow.mp4
12.8MB
18 - Learn Python Part 2/328 - Conditional Logic.mp4
92.92MB
18 - Learn Python Part 2/329 - Indentation In Python.mp4
22.14MB
18 - Learn Python Part 2/330 - Truthy vs Falsey.mp4
73.85MB
18 - Learn Python Part 2/331 - Ternary Operator.mp4
12.64MB
18 - Learn Python Part 2/332 - Short Circuiting.mp4
12.35MB
18 - Learn Python Part 2/333 - Logical Operators.mp4
25.6MB
18 - Learn Python Part 2/334 - Exercise Logical Operators.mp4
37.27MB
18 - Learn Python Part 2/335 - is vs.mp4
22.55MB
18 - Learn Python Part 2/336 - For Loops.mp4
25.44MB
18 - Learn Python Part 2/337 - Iterables.mp4
54.49MB
18 - Learn Python Part 2/338 - Exercise Tricky Counter.mp4
14.25MB
18 - Learn Python Part 2/339 - range.mp4
34.45MB
18 - Learn Python Part 2/340 - enumerate.mp4
17.81MB
18 - Learn Python Part 2/341 - While Loops.mp4
21.24MB
18 - Learn Python Part 2/342 - While Loops 2.mp4
16.93MB
18 - Learn Python Part 2/343 - break continue pass.mp4
14.25MB
18 - Learn Python Part 2/344 - Our First GUI.mp4
79.74MB
18 - Learn Python Part 2/345 - DEVELOPER FUNDAMENTALS IV.mp4
41.59MB
18 - Learn Python Part 2/346 - Exercise Find Duplicates.mp4
15.94MB
18 - Learn Python Part 2/347 - Functions.mp4
27MB
18 - Learn Python Part 2/348 - Parameters and Arguments.mp4
17.6MB
18 - Learn Python Part 2/349 - Default Parameters and Keyword Arguments.mp4
29.32MB
18 - Learn Python Part 2/350 - return.mp4
57.12MB
18 - Learn Python Part 2/352 - Methods vs Functions.mp4
52.1MB
18 - Learn Python Part 2/353 - Docstrings.mp4
15.84MB
18 - Learn Python Part 2/354 - Clean Code.mp4
13.18MB
18 - Learn Python Part 2/355 - args and kwargs.mp4
33.33MB
18 - Learn Python Part 2/356 - Exercise Functions.mp4
16.51MB
18 - Learn Python Part 2/357 - Scope.mp4
12.61MB
18 - Learn Python Part 2/358 - Scope Rules.mp4
23.8MB
18 - Learn Python Part 2/359 - global Keyword.mp4
33.56MB
18 - Learn Python Part 2/360 - nonlocal Keyword.mp4
14.65MB
18 - Learn Python Part 2/361 - Why Do We Need Scope.mp4
16.16MB
18 - Learn Python Part 2/362 - Pure Functions.mp4
60.64MB
18 - Learn Python Part 2/363 - map.mp4
48.46MB
18 - Learn Python Part 2/364 - filter.mp4
15.11MB
18 - Learn Python Part 2/365 - zip.mp4
16.11MB
18 - Learn Python Part 2/366 - reduce.mp4
66.08MB
18 - Learn Python Part 2/367 - List Comprehensions.mp4
39.13MB
18 - Learn Python Part 2/368 - Set Comprehensions.mp4
26.8MB
18 - Learn Python Part 2/369 - Exercise Comprehensions.mp4
14.73MB
18 - Learn Python Part 2/371 - Modules in Python.mp4
169.06MB
18 - Learn Python Part 2/373 - Optional PyCharm.mp4
65.49MB
18 - Learn Python Part 2/374 - Packages in Python.mp4
109.64MB
18 - Learn Python Part 2/375 - Different Ways To Import.mp4
39.25MB
2 - Machine Learning 101/10 - How Did We Get Here.mp4
55.58MB
2 - Machine Learning 101/11 - Exercise YouTube Recommendation Engine.mp4
13.06MB
2 - Machine Learning 101/12 - Types of Machine Learning.mp4
14.97MB
2 - Machine Learning 101/14 - What Is Machine Learning Round 2.mp4
19.07MB
2 - Machine Learning 101/15 - Section Review.mp4
4.04MB
2 - Machine Learning 101/6 - What Is Machine Learning.mp4
29.9MB
2 - Machine Learning 101/7 - AIMachine LearningData Science.mp4
22.73MB
2 - Machine Learning 101/8 - ZTM Resources.mp4
79.72MB
2 - Machine Learning 101/9 - Exercise Machine Learning Playground.mp4
65.5MB
20 - Where To Go From Here/380 - Thank You.mp4
15.5MB
3 - Machine Learning and Data Science Framework/17 - Section Overview.mp4
9.58MB
3 - Machine Learning and Data Science Framework/18 - Introducing Our Framework.mp4
7.71MB
3 - Machine Learning and Data Science Framework/19 - 6 Step Machine Learning Framework.mp4
15.22MB
3 - Machine Learning and Data Science Framework/20 - Types of Machine Learning Problems.mp4
32.95MB
3 - Machine Learning and Data Science Framework/21 - Types of Data.mp4
33.34MB
3 - Machine Learning and Data Science Framework/22 - Types of Evaluation.mp4
9.71MB
3 - Machine Learning and Data Science Framework/23 - Features In Data.mp4
29MB
3 - Machine Learning and Data Science Framework/24 - Modelling Splitting Data.mp4
20.09MB
3 - Machine Learning and Data Science Framework/25 - Modelling Picking the Model.mp4
13.01MB
3 - Machine Learning and Data Science Framework/26 - Modelling Tuning.mp4
9.25MB
3 - Machine Learning and Data Science Framework/27 - Modelling Comparison.mp4
27.14MB
3 - Machine Learning and Data Science Framework/29 - Experimentation.mp4
18.83MB
3 - Machine Learning and Data Science Framework/30 - Tools We Will Use.mp4
23.98MB
4 - The 2 Paths/32 - The 2 Paths.mp4
6.94MB
5 - Data Science Environment Setup/35 - Section Overview.mp4
3.91MB
5 - Data Science Environment Setup/36 - Introducing Our Tools.mp4
16.37MB
5 - Data Science Environment Setup/37 - What is Conda.mp4
7.34MB
5 - Data Science Environment Setup/38 - Conda Environments.mp4
28.65MB
5 - Data Science Environment Setup/39 - Mac Environment Setup.mp4
261.92MB
5 - Data Science Environment Setup/40 - Mac Environment Setup 2.mp4
223.27MB
5 - Data Science Environment Setup/41 - Windows Environment Setup.mp4
59.15MB
5 - Data Science Environment Setup/42 - Windows Environment Setup 2.mp4
417.54MB
5 - Data Science Environment Setup/45 - Jupyter Notebook Walkthrough.mp4
102.3MB
5 - Data Science Environment Setup/46 - Jupyter Notebook Walkthrough 2.mp4
174.87MB
5 - Data Science Environment Setup/47 - Jupyter Notebook Walkthrough 3.mp4
127.7MB
6 - Pandas Data Analysis/48 - Section Overview.mp4
7.8MB
6 - Pandas Data Analysis/50 - Pandas Introduction.mp4
17.84MB
6 - Pandas Data Analysis/51 - Series Data Frames and CSVs.mp4
165.75MB
6 - Pandas Data Analysis/53 - Describing Data with Pandas.mp4
112.17MB
6 - Pandas Data Analysis/54 - Selecting and Viewing Data with Pandas.mp4
106.3MB
6 - Pandas Data Analysis/55 - Selecting and Viewing Data with Pandas Part 2.mp4
186.87MB
6 - Pandas Data Analysis/56 - Manipulating Data.mp4
180.41MB
6 - Pandas Data Analysis/57 - Manipulating Data 2.mp4
155.61MB
6 - Pandas Data Analysis/58 - Manipulating Data 3.mp4
137.23MB
6 - Pandas Data Analysis/60 - How To Download The Course Assignments.mp4
120.33MB
7 - NumPy/61 - Section Overview.mp4
22.49MB
7 - NumPy/62 - NumPy Introduction.mp4
21.52MB
7 - NumPy/64 - NumPy DataTypes and Attributes.mp4
114.03MB
7 - NumPy/65 - Creating NumPy Arrays.mp4
77.68MB
7 - NumPy/66 - NumPy Random Seed.mp4
61.67MB
7 - NumPy/67 - Viewing Arrays and Matrices.mp4
103.66MB
7 - NumPy/68 - Manipulating Arrays.mp4
119.17MB
7 - NumPy/69 - Manipulating Arrays 2.mp4
116.07MB
7 - NumPy/70 - Standard Deviation and Variance.mp4
35.74MB
7 - NumPy/71 - Reshape and Transpose.mp4
91.5MB
7 - NumPy/72 - Dot Product vs Element Wise.mp4
122.81MB
7 - NumPy/73 - Exercise Nut Butter Store Sales.mp4
155.05MB
7 - NumPy/74 - Comparison Operators.mp4
38.34MB
7 - NumPy/75 - Sorting Arrays.mp4
20.18MB
7 - NumPy/76 - Turn Images Into NumPy Arrays.mp4
164.89MB
7 - NumPy/77 - Exercise Imposter Syndrome.mp4
53.8MB
8 - Matplotlib Plotting and Data Visualization/80 - Section Overview.mp4
6.06MB
8 - Matplotlib Plotting and Data Visualization/81 - Matplotlib Introduction.mp4
34.92MB
8 - Matplotlib Plotting and Data Visualization/82 - Importing And Using Matplotlib.mp4
146.91MB
8 - Matplotlib Plotting and Data Visualization/83 - Anatomy Of A Matplotlib Figure.mp4
119.47MB
8 - Matplotlib Plotting and Data Visualization/84 - Scatter Plot And Bar Plot.mp4
95.78MB
8 - Matplotlib Plotting and Data Visualization/85 - Histograms And Subplots.mp4
117.24MB
8 - Matplotlib Plotting and Data Visualization/86 - Subplots Option 2.mp4
54.46MB
8 - Matplotlib Plotting and Data Visualization/87 - Quick Tip Data Visualizations.mp4
8.37MB
8 - Matplotlib Plotting and Data Visualization/88 - Plotting From Pandas DataFrames.mp4
109.82MB
8 - Matplotlib Plotting and Data Visualization/90 - Plotting From Pandas DataFrames 2.mp4
176.96MB
8 - Matplotlib Plotting and Data Visualization/91 - Plotting from Pandas DataFrames 3.mp4
127.44MB
8 - Matplotlib Plotting and Data Visualization/92 - Plotting from Pandas DataFrames 4.mp4
53.31MB
8 - Matplotlib Plotting and Data Visualization/93 - Plotting from Pandas DataFrames 5.mp4
93.01MB
8 - Matplotlib Plotting and Data Visualization/94 - Plotting from Pandas DataFrames 6.mp4
121.39MB
8 - Matplotlib Plotting and Data Visualization/95 - Plotting from Pandas DataFrames 7.mp4
63.39MB
8 - Matplotlib Plotting and Data Visualization/96 - Customizing Your Plots.mp4
161.48MB
8 - Matplotlib Plotting and Data Visualization/97 - Customizing Your Plots 2.mp4
235.48MB
8 - Matplotlib Plotting and Data Visualization/98 - Saving And Sharing Your Plots.mp4
92.86MB
9 - Scikitlearn Creating Machine Learning Models/100 - Section Overview.mp4
8.7MB
9 - Scikitlearn Creating Machine Learning Models/101 - Scikitlearn Introduction.mp4
26.78MB
9 - Scikitlearn Creating Machine Learning Models/103 - Refresher What Is Machine Learning.mp4
33.66MB
9 - Scikitlearn Creating Machine Learning Models/105 - Scikitlearn Cheatsheet.mp4
139.86MB
9 - Scikitlearn Creating Machine Learning Models/106 - Typical scikitlearn Workflow.mp4
336.69MB
9 - Scikitlearn Creating Machine Learning Models/107 - Optional Debugging Warnings In Jupyter.mp4
322.27MB
9 - Scikitlearn Creating Machine Learning Models/108 - Getting Your Data Ready Splitting Your Data.mp4
109.19MB
9 - Scikitlearn Creating Machine Learning Models/109 - Quick Tip Clean Transform Reduce.mp4
20.33MB
9 - Scikitlearn Creating Machine Learning Models/110 - Getting Your Data Ready Convert Data To Numbers.mp4
237.46MB
9 - Scikitlearn Creating Machine Learning Models/112 - Getting Your Data Ready Handling Missing Values With Pandas.mp4
187.04MB
9 - Scikitlearn Creating Machine Learning Models/115 - Getting Your Data Ready Handling Missing Values With Scikitlearn.mp4
242.27MB
9 - Scikitlearn Creating Machine Learning Models/116 - NEW Choosing The Right Model For Your Data.mp4
354.22MB
9 - Scikitlearn Creating Machine Learning Models/117 - NEW Choosing The Right Model For Your Data 2 Regression.mp4
240.25MB
9 - Scikitlearn Creating Machine Learning Models/119 - Quick Tip How ML Algorithms Work.mp4
10.96MB
9 - Scikitlearn Creating Machine Learning Models/120 - Choosing The Right Model For Your Data 3 Classification.mp4
216.78MB
9 - Scikitlearn Creating Machine Learning Models/121 - Fitting A Model To The Data.mp4
101.09MB
9 - Scikitlearn Creating Machine Learning Models/122 - Making Predictions With Our Model.mp4
118.23MB
9 - Scikitlearn Creating Machine Learning Models/123 - predict vs predictproba.mp4
66.77MB
9 - Scikitlearn Creating Machine Learning Models/124 - NEW Making Predictions With Our Model Regression.mp4
146.18MB
9 - Scikitlearn Creating Machine Learning Models/125 - NEW Evaluating A Machine Learning Model Score Part 1.mp4
61.38MB
9 - Scikitlearn Creating Machine Learning Models/126 - NEW Evaluating A Machine Learning Model Score Part 2.mp4
115.47MB
9 - Scikitlearn Creating Machine Learning Models/127 - Evaluating A Machine Learning Model 2 Cross Validation.mp4
142.71MB
9 - Scikitlearn Creating Machine Learning Models/128 - Evaluating A Classification Model 1 Accuracy.mp4
52.61MB
9 - Scikitlearn Creating Machine Learning Models/129 - Evaluating A Classification Model 2 ROC Curve.mp4
113.92MB
9 - Scikitlearn Creating Machine Learning Models/130 - Evaluating A Classification Model 3 ROC Curve.mp4
85.61MB
9 - Scikitlearn Creating Machine Learning Models/132 - Evaluating A Classification Model 4 Confusion Matrix.mp4
136.48MB
9 - Scikitlearn Creating Machine Learning Models/133 - NEW Evaluating A Classification Model 5 Confusion Matrix.mp4
232.42MB
9 - Scikitlearn Creating Machine Learning Models/134 - Evaluating A Classification Model 6 Classification Report.mp4
151.54MB
9 - Scikitlearn Creating Machine Learning Models/135 - NEW Evaluating A Regression Model 1 R2 Score.mp4
181.46MB
9 - Scikitlearn Creating Machine Learning Models/136 - NEW Evaluating A Regression Model 2 MAE.mp4
74.22MB
9 - Scikitlearn Creating Machine Learning Models/137 - NEW Evaluating A Regression Model 3 MSE.mp4
161.91MB
9 - Scikitlearn Creating Machine Learning Models/139 - NEW Evaluating A Model With Cross Validation and Scoring Parameter.mp4
410.96MB
9 - Scikitlearn Creating Machine Learning Models/140 - NEW Evaluating A Model With Scikitlearn Functions.mp4
241.76MB
9 - Scikitlearn Creating Machine Learning Models/141 - Improving A Machine Learning Model.mp4
161.6MB
9 - Scikitlearn Creating Machine Learning Models/142 - Tuning Hyperparameters.mp4
310.69MB
9 - Scikitlearn Creating Machine Learning Models/143 - Tuning Hyperparameters 2.mp4
202.9MB
9 - Scikitlearn Creating Machine Learning Models/144 - Tuning Hyperparameters 3.mp4
212.6MB
9 - Scikitlearn Creating Machine Learning Models/146 - Quick Tip Correlation Analysis.mp4
30.93MB
9 - Scikitlearn Creating Machine Learning Models/147 - Saving And Loading A Model.mp4
91.61MB
9 - Scikitlearn Creating Machine Learning Models/148 - Saving And Loading A Model 2.mp4
86.09MB
9 - Scikitlearn Creating Machine Learning Models/149 - Putting It All Together.mp4
261.83MB
9 - Scikitlearn Creating Machine Learning Models/150 - Putting It All Together 2.mp4
211.7MB
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