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GetFreeCourses.Co-Udemy-Complete Machine Learning & Data Science Bootcamp 2023
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2023-11-1 09:11
2024-12-23 06:09
186
29.17 GB
321
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GetFreeCourses
Co-Udemy-Complete
Machine
Learning
&
Data
Science
Bootcamp
2023
文件列表
1 - Introduction/1 - Course Outline.mp4
77.27MB
1 - Introduction/2 - Join Our Online Classroom.mp4
151.56MB
11 - Milestone Project 1 Supervised Learning Classification/151 - Section Overview.mp4
6.99MB
11 - Milestone Project 1 Supervised Learning Classification/152 - Project Overview.mp4
27.02MB
11 - Milestone Project 1 Supervised Learning Classification/153 - Project Environment Setup.mp4
174.02MB
11 - Milestone Project 1 Supervised Learning Classification/154 - Optional Windows Project Environment Setup.mp4
58.83MB
11 - Milestone Project 1 Supervised Learning Classification/155 - Step 14 Framework Setup.mp4
190.82MB
11 - Milestone Project 1 Supervised Learning Classification/156 - Getting Our Tools Ready.mp4
142.35MB
11 - Milestone Project 1 Supervised Learning Classification/157 - Exploring Our Data.mp4
118.89MB
11 - Milestone Project 1 Supervised Learning Classification/158 - Finding Patterns.mp4
106.47MB
11 - Milestone Project 1 Supervised Learning Classification/159 - Finding Patterns 2.mp4
51.64MB
11 - Milestone Project 1 Supervised Learning Classification/160 - Finding Patterns 3.mp4
248.7MB
11 - Milestone Project 1 Supervised Learning Classification/161 - Preparing Our Data For Machine Learning.mp4
128.89MB
11 - Milestone Project 1 Supervised Learning Classification/162 - Choosing The Right Models.mp4
174.81MB
11 - Milestone Project 1 Supervised Learning Classification/163 - Experimenting With Machine Learning Models.mp4
100.08MB
11 - Milestone Project 1 Supervised Learning Classification/164 - TuningImproving Our Model.mp4
102.77MB
11 - Milestone Project 1 Supervised Learning Classification/165 - Tuning Hyperparameters.mp4
77.49MB
11 - Milestone Project 1 Supervised Learning Classification/166 - Tuning Hyperparameters 2.mp4
188.09MB
11 - Milestone Project 1 Supervised Learning Classification/167 - Tuning Hyperparameters 3.mp4
113.19MB
11 - Milestone Project 1 Supervised Learning Classification/169 - Evaluating Our Model.mp4
122.8MB
11 - Milestone Project 1 Supervised Learning Classification/170 - Evaluating Our Model 2.mp4
71MB
11 - Milestone Project 1 Supervised Learning Classification/171 - Evaluating Our Model 3.mp4
111.86MB
11 - Milestone Project 1 Supervised Learning Classification/172 - Finding The Most Important Features.mp4
222.58MB
11 - Milestone Project 1 Supervised Learning Classification/173 - Reviewing The Project.mp4
156.89MB
12 - Milestone Project 2 Supervised Learning Time Series Data/174 - Section Overview.mp4
15.78MB
12 - Milestone Project 2 Supervised Learning Time Series Data/175 - Project Overview.mp4
22.1MB
12 - Milestone Project 2 Supervised Learning Time Series Data/177 - Project Environment Setup.mp4
179MB
12 - Milestone Project 2 Supervised Learning Time Series Data/178 - Step 14 Framework Setup.mp4
155.07MB
12 - Milestone Project 2 Supervised Learning Time Series Data/179 - Exploring Our Data.mp4
251.42MB
12 - Milestone Project 2 Supervised Learning Time Series Data/180 - Exploring Our Data 2.mp4
90.81MB
12 - Milestone Project 2 Supervised Learning Time Series Data/181 - Feature Engineering.mp4
290.84MB
12 - Milestone Project 2 Supervised Learning Time Series Data/182 - Turning Data Into Numbers.mp4
265.83MB
12 - Milestone Project 2 Supervised Learning Time Series Data/183 - Filling Missing Numerical Values.mp4
190.06MB
12 - Milestone Project 2 Supervised Learning Time Series Data/184 - Filling Missing Categorical Values.mp4
117.75MB
12 - Milestone Project 2 Supervised Learning Time Series Data/185 - Fitting A Machine Learning Model.mp4
95.8MB
12 - Milestone Project 2 Supervised Learning Time Series Data/186 - Splitting Data.mp4
146.01MB
12 - Milestone Project 2 Supervised Learning Time Series Data/188 - Custom Evaluation Function.mp4
183.95MB
12 - Milestone Project 2 Supervised Learning Time Series Data/189 - Reducing Data.mp4
168.6MB
12 - Milestone Project 2 Supervised Learning Time Series Data/190 - RandomizedSearchCV.mp4
155.51MB
12 - Milestone Project 2 Supervised Learning Time Series Data/191 - Improving Hyperparameters.mp4
144.18MB
12 - Milestone Project 2 Supervised Learning Time Series Data/192 - Preproccessing Our Data.mp4
258.83MB
12 - Milestone Project 2 Supervised Learning Time Series Data/193 - Making Predictions.mp4
142.08MB
12 - Milestone Project 2 Supervised Learning Time Series Data/194 - Feature Importance.mp4
253.96MB
13 - Data Engineering/195 - Data Engineering Introduction.mp4
9.58MB
13 - Data Engineering/196 - What Is Data.mp4
62.89MB
13 - Data Engineering/197 - What Is A Data Engineer.mp4
18.76MB
13 - Data Engineering/198 - What Is A Data Engineer 2.mp4
24.21MB
13 - Data Engineering/199 - What Is A Data Engineer 3.mp4
20.99MB
13 - Data Engineering/200 - What Is A Data Engineer 4.mp4
11.3MB
13 - Data Engineering/201 - Types Of Databases.mp4
41.74MB
13 - Data Engineering/203 - Optional OLTP Databases.mp4
47.47MB
13 - Data Engineering/205 - Hadoop HDFS and MapReduce.mp4
6.92MB
13 - Data Engineering/206 - Apache Spark and Apache Flink.mp4
4.4MB
13 - Data Engineering/207 - Kafka and Stream Processing.mp4
22.92MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/208 - Section Overview.mp4
15.09MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/209 - Deep Learning and Unstructured Data.mp4
119.78MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/211 - Setting Up Google Colab.mp4
80.31MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/212 - Google Colab Workspace.mp4
58.5MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/213 - Uploading Project Data.mp4
91.84MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/214 - Setting Up Our Data.mp4
75.89MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/215 - Setting Up Our Data 2.mp4
37.36MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/216 - Importing TensorFlow 2.mp4
210.55MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/217 - Optional TensorFlow 20 Default Issue.mp4
34.96MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/218 - Using A GPU.mp4
146.32MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/219 - Optional GPU and Google Colab.mp4
69.05MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/220 - Optional Reloading Colab Notebook.mp4
167.03MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/221 - Loading Our Data Labels.mp4
205.93MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/222 - Preparing The Images.mp4
243.6MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/223 - Turning Data Labels Into Numbers.mp4
195.68MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/224 - Creating Our Own Validation Set.mp4
94.83MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/225 - Preprocess Images.mp4
158.13MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/226 - Preprocess Images 2.mp4
190.39MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/227 - Turning Data Into Batches.mp4
155.25MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/228 - Turning Data Into Batches 2.mp4
265.76MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/229 - Visualizing Our Data.mp4
222.05MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/230 - Preparing Our Inputs and Outputs.mp4
84.68MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/232 - Building A Deep Learning Model.mp4
224.53MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/233 - Building A Deep Learning Model 2.mp4
192.16MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/234 - Building A Deep Learning Model 3.mp4
197.58MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/235 - Building A Deep Learning Model 4.mp4
155.09MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/236 - Summarizing Our Model.mp4
82.03MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/237 - Evaluating Our Model.mp4
116.01MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/238 - Preventing Overfitting.mp4
54.9MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/239 - Training Your Deep Neural Network.mp4
297.23MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/240 - Evaluating Performance With TensorBoard.mp4
132.89MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/241 - Make And Transform Predictions.mp4
279.06MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/242 - Transform Predictions To Text.mp4
228.54MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/243 - Visualizing Model Predictions.mp4
209.51MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/244 - Visualizing And Evaluate Model Predictions 2.mp4
253.7MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/245 - Visualizing And Evaluate Model Predictions 3.mp4
74.92MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/246 - Saving And Loading A Trained Model.mp4
226.83MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/247 - Training Model On Full Dataset.mp4
80.94MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/248 - Making Predictions On Test Images.mp4
245.09MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/249 - Submitting Model to Kaggle.mp4
74.88MB
14 - Neural Networks Deep Learning Transfer Learning and TensorFlow 2/250 - Making Predictions On Our Images.mp4
119.39MB
15 - Storytelling Communication How To Present Your Work/252 - Section Overview.mp4
11.41MB
15 - Storytelling Communication How To Present Your Work/253 - Communicating Your Work.mp4
21.12MB
15 - Storytelling Communication How To Present Your Work/254 - Communicating With Managers.mp4
10.94MB
15 - Storytelling Communication How To Present Your Work/255 - Communicating With CoWorkers.mp4
11.39MB
15 - Storytelling Communication How To Present Your Work/256 - Weekend Project Principle.mp4
14.81MB
15 - Storytelling Communication How To Present Your Work/257 - Communicating With Outside World.mp4
9.16MB
15 - Storytelling Communication How To Present Your Work/258 - Storytelling.mp4
6.86MB
16 - Career Advice Extra Bits/262 - What If I Dont Have Enough Experience.mp4
312.14MB
16 - Career Advice Extra Bits/265 - JTS Learn to Learn.mp4
10.42MB
16 - Career Advice Extra Bits/266 - JTS Start With Why.mp4
14.27MB
16 - Career Advice Extra Bits/268 - CWD Git Github.mp4
361.96MB
16 - Career Advice Extra Bits/269 - CWD Git Github 2.mp4
228.66MB
16 - Career Advice Extra Bits/270 - Contributing To Open Source.mp4
235.6MB
16 - Career Advice Extra Bits/271 - Contributing To Open Source 2.mp4
213.67MB
17 - Learn Python/274 - What Is A Programming Language.mp4
87.87MB
17 - Learn Python/275 - Python Interpreter.mp4
138.04MB
17 - Learn Python/276 - How To Run Python Code.mp4
72.35MB
17 - Learn Python/277 - Our First Python Program.mp4
62.47MB
17 - Learn Python/278 - Latest Version Of Python.mp4
12.95MB
17 - Learn Python/279 - Python 2 vs Python 3.mp4
144.02MB
17 - Learn Python/280 - Exercise How Does Python Work.mp4
28.84MB
17 - Learn Python/281 - Learning Python.mp4
12.06MB
17 - Learn Python/282 - Python Data Types.mp4
19.17MB
17 - Learn Python/284 - Numbers.mp4
80.19MB
17 - Learn Python/285 - Math Functions.mp4
18.2MB
17 - Learn Python/286 - DEVELOPER FUNDAMENTALS I.mp4
107.13MB
17 - Learn Python/287 - Operator Precedence.mp4
8.34MB
17 - Learn Python/289 - Optional bin and complex.mp4
23.73MB
17 - Learn Python/290 - Variables.mp4
99.55MB
17 - Learn Python/291 - Expressions vs Statements.mp4
4.8MB
17 - Learn Python/292 - Augmented Assignment Operator.mp4
8.46MB
17 - Learn Python/293 - Strings.mp4
21.07MB
17 - Learn Python/294 - String Concatenation.mp4
3.76MB
17 - Learn Python/295 - Type Conversion.mp4
24.93MB
17 - Learn Python/296 - Escape Sequences.mp4
12.95MB
17 - Learn Python/297 - Formatted Strings.mp4
33.11MB
17 - Learn Python/298 - String Indexes.mp4
25.64MB
17 - Learn Python/299 - Immutability.mp4
12.69MB
17 - Learn Python/300 - BuiltIn Functions Methods.mp4
90.98MB
17 - Learn Python/301 - Booleans.mp4
17.57MB
17 - Learn Python/302 - Exercise Type Conversion.mp4
39.03MB
17 - Learn Python/303 - DEVELOPER FUNDAMENTALS II.mp4
39.49MB
17 - Learn Python/304 - Exercise Password Checker.mp4
38.72MB
17 - Learn Python/305 - Lists.mp4
12.97MB
17 - Learn Python/306 - List Slicing.mp4
26.8MB
17 - Learn Python/307 - Matrix.mp4
12.85MB
17 - Learn Python/308 - List Methods.mp4
65.1MB
17 - Learn Python/309 - List Methods 2.mp4
29.2MB
17 - Learn Python/310 - List Methods 3.mp4
29.46MB
17 - Learn Python/311 - Common List Patterns.mp4
30.72MB
17 - Learn Python/312 - List Unpacking.mp4
9.3MB
17 - Learn Python/313 - None.mp4
4.49MB
17 - Learn Python/314 - Dictionaries.mp4
18.74MB
17 - Learn Python/315 - DEVELOPER FUNDAMENTALS III.mp4
14.91MB
17 - Learn Python/316 - Dictionary Keys.mp4
11.93MB
17 - Learn Python/317 - Dictionary Methods.mp4
15.01MB
17 - Learn Python/318 - Dictionary Methods 2.mp4
46.3MB
17 - Learn Python/319 - Tuples.mp4
15.07MB
17 - Learn Python/320 - Tuples 2.mp4
11.57MB
17 - Learn Python/321 - Sets.mp4
39.02MB
17 - Learn Python/322 - Sets 2.mp4
70.81MB
18 - Learn Python Part 2/323 - Breaking The Flow.mp4
12.73MB
18 - Learn Python Part 2/324 - Conditional Logic.mp4
92.52MB
18 - Learn Python Part 2/325 - Indentation In Python.mp4
21.98MB
18 - Learn Python Part 2/326 - Truthy vs Falsey.mp4
73.71MB
18 - Learn Python Part 2/327 - Ternary Operator.mp4
12.51MB
18 - Learn Python Part 2/328 - Short Circuiting.mp4
12.23MB
18 - Learn Python Part 2/329 - Logical Operators.mp4
25.36MB
18 - Learn Python Part 2/330 - Exercise Logical Operators.mp4
37.05MB
18 - Learn Python Part 2/331 - is vs.mp4
30.78MB
18 - Learn Python Part 2/332 - For Loops.mp4
25.22MB
18 - Learn Python Part 2/333 - Iterables.mp4
54.29MB
18 - Learn Python Part 2/334 - Exercise Tricky Counter.mp4
14.14MB
18 - Learn Python Part 2/335 - range.mp4
34.29MB
18 - Learn Python Part 2/336 - enumerate.mp4
17.66MB
18 - Learn Python Part 2/337 - While Loops.mp4
21.04MB
18 - Learn Python Part 2/338 - While Loops 2.mp4
16.74MB
18 - Learn Python Part 2/339 - break continue pass.mp4
14.12MB
18 - Learn Python Part 2/340 - Our First GUI.mp4
79.47MB
18 - Learn Python Part 2/341 - DEVELOPER FUNDAMENTALS IV.mp4
41.33MB
18 - Learn Python Part 2/342 - Exercise Find Duplicates.mp4
15.82MB
18 - Learn Python Part 2/343 - Functions.mp4
34.06MB
18 - Learn Python Part 2/344 - Parameters and Arguments.mp4
17.45MB
18 - Learn Python Part 2/345 - Default Parameters and Keyword Arguments.mp4
29.14MB
18 - Learn Python Part 2/346 - return.mp4
56.71MB
18 - Learn Python Part 2/348 - Methods vs Functions.mp4
37.64MB
18 - Learn Python Part 2/349 - Docstrings.mp4
15.72MB
18 - Learn Python Part 2/350 - Clean Code.mp4
13.03MB
18 - Learn Python Part 2/351 - args and kwargs.mp4
33.08MB
18 - Learn Python Part 2/352 - Exercise Functions.mp4
16.38MB
18 - Learn Python Part 2/353 - Scope.mp4
12.48MB
18 - Learn Python Part 2/354 - Scope Rules.mp4
29.31MB
18 - Learn Python Part 2/355 - global Keyword.mp4
33.36MB
18 - Learn Python Part 2/356 - nonlocal Keyword.mp4
14.54MB
18 - Learn Python Part 2/357 - Why Do We Need Scope.mp4
16.05MB
18 - Learn Python Part 2/358 - Pure Functions.mp4
60.35MB
18 - Learn Python Part 2/359 - map.mp4
48.26MB
18 - Learn Python Part 2/360 - filter.mp4
14.97MB
18 - Learn Python Part 2/361 - zip.mp4
16.01MB
18 - Learn Python Part 2/362 - reduce.mp4
65.82MB
18 - Learn Python Part 2/363 - List Comprehensions.mp4
38.85MB
18 - Learn Python Part 2/364 - Set Comprehensions.mp4
26.61MB
18 - Learn Python Part 2/365 - Exercise Comprehensions.mp4
14.59MB
18 - Learn Python Part 2/367 - Modules in Python.mp4
168.43MB
18 - Learn Python Part 2/369 - Optional PyCharm.mp4
65.24MB
18 - Learn Python Part 2/370 - Packages in Python.mp4
109.34MB
18 - Learn Python Part 2/371 - Different Ways To Import.mp4
39.03MB
2 - Machine Learning 101/10 - Types of Machine Learning.mp4
14.82MB
2 - Machine Learning 101/12 - What Is Machine Learning Round 2.mp4
18.9MB
2 - Machine Learning 101/13 - Section Review.mp4
3.98MB
2 - Machine Learning 101/5 - What Is Machine Learning.mp4
28.3MB
2 - Machine Learning 101/6 - AIMachine LearningData Science.mp4
19.67MB
2 - Machine Learning 101/7 - Exercise Machine Learning Playground.mp4
42.62MB
2 - Machine Learning 101/8 - How Did We Get Here.mp4
30.5MB
2 - Machine Learning 101/9 - Exercise YouTube Recommendation Engine.mp4
12.92MB
20 - Where To Go From Here/376 - Thank You.mp4
15.4MB
3 - Machine Learning and Data Science Framework/15 - Section Overview.mp4
9.48MB
3 - Machine Learning and Data Science Framework/16 - Introducing Our Framework.mp4
6.24MB
3 - Machine Learning and Data Science Framework/17 - 6 Step Machine Learning Framework.mp4
23.47MB
3 - Machine Learning and Data Science Framework/18 - Types of Machine Learning Problems.mp4
32.62MB
3 - Machine Learning and Data Science Framework/19 - Types of Data.mp4
33.2MB
3 - Machine Learning and Data Science Framework/20 - Types of Evaluation.mp4
9.62MB
3 - Machine Learning and Data Science Framework/21 - Features In Data.mp4
28.83MB
3 - Machine Learning and Data Science Framework/22 - Modelling Splitting Data.mp4
19.89MB
3 - Machine Learning and Data Science Framework/23 - Modelling Picking the Model.mp4
12.88MB
3 - Machine Learning and Data Science Framework/24 - Modelling Tuning.mp4
9.14MB
3 - Machine Learning and Data Science Framework/25 - Modelling Comparison.mp4
26.84MB
3 - Machine Learning and Data Science Framework/27 - Experimentation.mp4
18.71MB
3 - Machine Learning and Data Science Framework/28 - Tools We Will Use.mp4
20.36MB
4 - The 2 Paths/30 - The 2 Paths.mp4
6.83MB
5 - Data Science Environment Setup/33 - Section Overview.mp4
3.88MB
5 - Data Science Environment Setup/35 - What is Conda.mp4
7.26MB
5 - Data Science Environment Setup/36 - Conda Environments.mp4
28.5MB
5 - Data Science Environment Setup/37 - Mac Environment Setup.mp4
261.42MB
5 - Data Science Environment Setup/38 - Mac Environment Setup 2.mp4
222.79MB
5 - Data Science Environment Setup/39 - Windows Environment Setup.mp4
58.91MB
5 - Data Science Environment Setup/40 - Windows Environment Setup 2.mp4
416.87MB
5 - Data Science Environment Setup/43 - Jupyter Notebook Walkthrough.mp4
101.98MB
5 - Data Science Environment Setup/44 - Jupyter Notebook Walkthrough 2.mp4
56.58MB
5 - Data Science Environment Setup/45 - Jupyter Notebook Walkthrough 3.mp4
127.47MB
6 - Pandas Data Analysis/46 - Section Overview.mp4
11.33MB
6 - Pandas Data Analysis/48 - Pandas Introduction.mp4
17.69MB
6 - Pandas Data Analysis/49 - Series Data Frames and CSVs.mp4
165.29MB
6 - Pandas Data Analysis/51 - Describing Data with Pandas.mp4
111.78MB
6 - Pandas Data Analysis/52 - Selecting and Viewing Data with Pandas.mp4
86.05MB
6 - Pandas Data Analysis/53 - Selecting and Viewing Data with Pandas Part 2.mp4
186.47MB
6 - Pandas Data Analysis/54 - Manipulating Data.mp4
68.83MB
6 - Pandas Data Analysis/55 - Manipulating Data 2.mp4
155.34MB
6 - Pandas Data Analysis/56 - Manipulating Data 3.mp4
136.98MB
6 - Pandas Data Analysis/58 - How To Download The Course Assignments.mp4
119.98MB
7 - NumPy/59 - Section Overview.mp4
22.44MB
7 - NumPy/60 - NumPy Introduction.mp4
21.32MB
7 - NumPy/62 - NumPy DataTypes and Attributes.mp4
113.59MB
7 - NumPy/63 - Creating NumPy Arrays.mp4
97.74MB
7 - NumPy/64 - NumPy Random Seed.mp4
61.5MB
7 - NumPy/65 - Viewing Arrays and Matrices.mp4
81.8MB
7 - NumPy/66 - Manipulating Arrays.mp4
118.86MB
7 - NumPy/67 - Manipulating Arrays 2.mp4
115.87MB
7 - NumPy/68 - Standard Deviation and Variance.mp4
61.5MB
7 - NumPy/69 - Reshape and Transpose.mp4
91.27MB
7 - NumPy/70 - Dot Product vs Element Wise.mp4
122.36MB
7 - NumPy/71 - Exercise Nut Butter Store Sales.mp4
154.7MB
7 - NumPy/72 - Comparison Operators.mp4
38.23MB
7 - NumPy/73 - Sorting Arrays.mp4
38.86MB
7 - NumPy/74 - Turn Images Into NumPy Arrays.mp4
164.8MB
7 - NumPy/75 - Exercise Imposter Syndrome.mp4
53.7MB
8 - Matplotlib Plotting and Data Visualization/78 - Section Overview.mp4
6MB
8 - Matplotlib Plotting and Data Visualization/79 - Matplotlib Introduction.mp4
34.69MB
8 - Matplotlib Plotting and Data Visualization/80 - Importing And Using Matplotlib.mp4
146.57MB
8 - Matplotlib Plotting and Data Visualization/81 - Anatomy Of A Matplotlib Figure.mp4
119.25MB
8 - Matplotlib Plotting and Data Visualization/82 - Scatter Plot And Bar Plot.mp4
95.45MB
8 - Matplotlib Plotting and Data Visualization/83 - Histograms And Subplots.mp4
116.53MB
8 - Matplotlib Plotting and Data Visualization/84 - Subplots Option 2.mp4
54.35MB
8 - Matplotlib Plotting and Data Visualization/85 - Quick Tip Data Visualizations.mp4
8.34MB
8 - Matplotlib Plotting and Data Visualization/86 - Plotting From Pandas DataFrames.mp4
89.45MB
8 - Matplotlib Plotting and Data Visualization/88 - Plotting From Pandas DataFrames 2.mp4
176.81MB
8 - Matplotlib Plotting and Data Visualization/89 - Plotting from Pandas DataFrames 3.mp4
127.11MB
8 - Matplotlib Plotting and Data Visualization/90 - Plotting from Pandas DataFrames 4.mp4
53.06MB
8 - Matplotlib Plotting and Data Visualization/91 - Plotting from Pandas DataFrames 5.mp4
92.84MB
8 - Matplotlib Plotting and Data Visualization/92 - Plotting from Pandas DataFrames 6.mp4
121MB
8 - Matplotlib Plotting and Data Visualization/93 - Plotting from Pandas DataFrames 7.mp4
220.01MB
8 - Matplotlib Plotting and Data Visualization/94 - Customizing Your Plots.mp4
161.13MB
8 - Matplotlib Plotting and Data Visualization/95 - Customizing Your Plots 2.mp4
123.59MB
8 - Matplotlib Plotting and Data Visualization/96 - Saving And Sharing Your Plots.mp4
92.56MB
9 - Scikitlearn Creating Machine Learning Models/101 - Refresher What Is Machine Learning.mp4
33.43MB
9 - Scikitlearn Creating Machine Learning Models/103 - Scikitlearn Cheatsheet.mp4
75.13MB
9 - Scikitlearn Creating Machine Learning Models/104 - Typical scikitlearn Workflow.mp4
335.88MB
9 - Scikitlearn Creating Machine Learning Models/105 - Optional Debugging Warnings In Jupyter.mp4
322.05MB
9 - Scikitlearn Creating Machine Learning Models/106 - Getting Your Data Ready Splitting Your Data.mp4
108.98MB
9 - Scikitlearn Creating Machine Learning Models/107 - Quick Tip Clean Transform Reduce.mp4
20.17MB
9 - Scikitlearn Creating Machine Learning Models/108 - Getting Your Data Ready Convert Data To Numbers.mp4
236.88MB
9 - Scikitlearn Creating Machine Learning Models/110 - Getting Your Data Ready Handling Missing Values With Pandas.mp4
186.79MB
9 - Scikitlearn Creating Machine Learning Models/113 - Getting Your Data Ready Handling Missing Values With Scikitlearn.mp4
241.43MB
9 - Scikitlearn Creating Machine Learning Models/114 - NEW Choosing The Right Model For Your Data.mp4
435.22MB
9 - Scikitlearn Creating Machine Learning Models/115 - NEW Choosing The Right Model For Your Data 2 Regression.mp4
239.88MB
9 - Scikitlearn Creating Machine Learning Models/117 - Quick Tip How ML Algorithms Work.mp4
10.92MB
9 - Scikitlearn Creating Machine Learning Models/118 - Choosing The Right Model For Your Data 3 Classification.mp4
216.27MB
9 - Scikitlearn Creating Machine Learning Models/119 - Fitting A Model To The Data.mp4
100.81MB
9 - Scikitlearn Creating Machine Learning Models/120 - Making Predictions With Our Model.mp4
117.91MB
9 - Scikitlearn Creating Machine Learning Models/121 - predict vs predictproba.mp4
56.5MB
9 - Scikitlearn Creating Machine Learning Models/122 - NEW Making Predictions With Our Model Regression.mp4
145.9MB
9 - Scikitlearn Creating Machine Learning Models/123 - NEW Evaluating A Machine Learning Model Score Part 1.mp4
153.18MB
9 - Scikitlearn Creating Machine Learning Models/124 - NEW Evaluating A Machine Learning Model Score Part 2.mp4
115.21MB
9 - Scikitlearn Creating Machine Learning Models/125 - Evaluating A Machine Learning Model 2 Cross Validation.mp4
142.19MB
9 - Scikitlearn Creating Machine Learning Models/126 - Evaluating A Classification Model 1 Accuracy.mp4
45.61MB
9 - Scikitlearn Creating Machine Learning Models/127 - Evaluating A Classification Model 2 ROC Curve.mp4
113.7MB
9 - Scikitlearn Creating Machine Learning Models/128 - Evaluating A Classification Model 3 ROC Curve.mp4
85.33MB
9 - Scikitlearn Creating Machine Learning Models/130 - Evaluating A Classification Model 4 Confusion Matrix.mp4
136.17MB
9 - Scikitlearn Creating Machine Learning Models/131 - NEW Evaluating A Classification Model 5 Confusion Matrix.mp4
189.56MB
9 - Scikitlearn Creating Machine Learning Models/132 - Evaluating A Classification Model 6 Classification Report.mp4
151.34MB
9 - Scikitlearn Creating Machine Learning Models/133 - NEW Evaluating A Regression Model 1 R2 Score.mp4
181.28MB
9 - Scikitlearn Creating Machine Learning Models/134 - NEW Evaluating A Regression Model 2 MAE.mp4
73.97MB
9 - Scikitlearn Creating Machine Learning Models/135 - NEW Evaluating A Regression Model 3 MSE.mp4
161.59MB
9 - Scikitlearn Creating Machine Learning Models/137 - NEW Evaluating A Model With Cross Validation and Scoring Parameter.mp4
410.15MB
9 - Scikitlearn Creating Machine Learning Models/138 - NEW Evaluating A Model With Scikitlearn Functions.mp4
241.27MB
9 - Scikitlearn Creating Machine Learning Models/139 - Improving A Machine Learning Model.mp4
161.3MB
9 - Scikitlearn Creating Machine Learning Models/140 - Tuning Hyperparameters.mp4
118.94MB
9 - Scikitlearn Creating Machine Learning Models/141 - Tuning Hyperparameters 2.mp4
202.73MB
9 - Scikitlearn Creating Machine Learning Models/142 - Tuning Hyperparameters 3.mp4
212.07MB
9 - Scikitlearn Creating Machine Learning Models/144 - Quick Tip Correlation Analysis.mp4
30.94MB
9 - Scikitlearn Creating Machine Learning Models/145 - Saving And Loading A Model.mp4
91.29MB
9 - Scikitlearn Creating Machine Learning Models/146 - Saving And Loading A Model 2.mp4
85.87MB
9 - Scikitlearn Creating Machine Learning Models/147 - Putting It All Together.mp4
261.14MB
9 - Scikitlearn Creating Machine Learning Models/148 - Putting It All Together 2.mp4
211.27MB
9 - Scikitlearn Creating Machine Learning Models/98 - Section Overview.mp4
8.62MB
9 - Scikitlearn Creating Machine Learning Models/99 - Scikitlearn Introduction.mp4
26.58MB
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