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Please note that this page does not hosts or makes available any of the listed filenames. You
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| [CourseClub.Me].url |
48B |
| [CourseClub.Me].url |
48B |
| [DesireCourse.Net].url |
51B |
| [DesireCourse.Net].url |
51B |
| [FreeCourseWorld.Com].url |
54B |
| [FreeCourseWorld.Com].url |
54B |
| 001 Course Outline.en.srt |
8.85KB |
| 001 Course Outline.mp4 |
77.26MB |
| 002 Join Our Online Classroom.html |
3.15KB |
| 003 Exercise Meet The Community.html |
3.36KB |
| 004 Your First Day.en.srt |
5.27KB |
| 004 Your First Day.mp4 |
27.92MB |
| 005 What Is Machine Learning.en.srt |
8.67KB |
| 005 What Is Machine Learning.mp4 |
28.33MB |
| 006 AIMachine LearningData Science.en.srt |
6.36KB |
| 006 AIMachine LearningData Science.mp4 |
19.67MB |
| 007 Exercise Machine Learning Playground.en.srt |
8.09KB |
| 007 Exercise Machine Learning Playground.mp4 |
42.59MB |
| 008 How Did We Get Here.en.srt |
7.07KB |
| 008 How Did We Get Here.mp4 |
30.50MB |
| 009 Exercise YouTube Recommendation Engine.en.srt |
5.65KB |
| 009 Exercise YouTube Recommendation Engine.mp4 |
19.43MB |
| 010 Types of Machine Learning.en.srt |
5.27KB |
| 010 Types of Machine Learning.mp4 |
22.75MB |
| 011 Are You Getting It Yet.html |
1023B |
| 012 What Is Machine Learning Round 2.en.srt |
6.07KB |
| 012 What Is Machine Learning Round 2.mp4 |
25.51MB |
| 013 Section Review.en.srt |
2.34KB |
| 013 Section Review.mp4 |
5.56MB |
| 014 Section Overview.en.srt |
4.65KB |
| 014 Section Overview.mp4 |
13.35MB |
| 015 Introducing Our Framework.en.srt |
3.70KB |
| 015 Introducing Our Framework.mp4 |
11.38MB |
| 016 6 Step Machine Learning Framework.en.srt |
6.63KB |
| 016 6 Step Machine Learning Framework.mp4 |
23.46MB |
| 017 Types of Machine Learning Problems.en.srt |
13.98KB |
| 017 Types of Machine Learning Problems.mp4 |
60.50MB |
| 018 Types of Data.en.srt |
6.52KB |
| 018 Types of Data.mp4 |
29.32MB |
| 019 Types of Evaluation.en.srt |
4.33KB |
| 019 Types of Evaluation.mp4 |
17.75MB |
| 020 Features In Data.en.srt |
6.75KB |
| 020 Features In Data.mp4 |
36.78MB |
| 021 Modelling - Splitting Data.en.srt |
7.71KB |
| 021 Modelling - Splitting Data.mp4 |
27.51MB |
| 022 Modelling - Picking the Model.en.srt |
6.21KB |
| 022 Modelling - Picking the Model.mp4 |
23.24MB |
| 023 Modelling - Tuning.en.srt |
4.86KB |
| 023 Modelling - Tuning.mp4 |
15.98MB |
| 024 Modelling - Comparison.en.srt |
13.09KB |
| 024 Modelling - Comparison.mp4 |
44.88MB |
| 025 Overfitting and Underfitting Definitions.html |
2.60KB |
| 026 Experimentation.en.srt |
4.98KB |
| 026 Experimentation.mp4 |
21.33MB |
| 027 Tools We Will Use.en.srt |
5.99KB |
| 027 Tools We Will Use.mp4 |
27.33MB |
| 028 Optional Elements of AI.html |
1.80KB |
| 029 The 2 Paths.en.srt |
4.71KB |
| 029 The 2 Paths.mp4 |
9.75MB |
| 030 Python Machine Learning Monthly.html |
1.57KB |
| 031 Section Overview.en.srt |
2.12KB |
| 031 Section Overview.mp4 |
6.03MB |
| 032 Introducing Our Tools.en.srt |
4.34KB |
| 032 Introducing Our Tools.mp4 |
19.29MB |
| 033 conda-cheatsheet.pdf |
201.29KB |
| 033 What is Conda.en.srt |
3.41KB |
| 033 What is Conda.mp4 |
12.48MB |
| 034 Conda Environments.en.srt |
6.15KB |
| 034 Conda Environments.mp4 |
30.56MB |
| 035 Mac Environment Setup.en.srt |
23.93KB |
| 035 Mac Environment Setup.mp4 |
144.39MB |
| 036 Mac Environment Setup 2.en.srt |
20.69KB |
| 036 Mac Environment Setup 2.mp4 |
125.46MB |
| 037 Windows Environment Setup.en.srt |
7.62KB |
| 037 Windows Environment Setup.mp4 |
47.92MB |
| 038 Windows Environment Setup 2.en.srt |
31.61KB |
| 038 Windows Environment Setup 2.mp4 |
227.60MB |
| 039 Linux Environment Setup.html |
1.87KB |
| 040 Sharing your Conda Environment.html |
3.26KB |
| 041 6-step-ml-framework.png |
324.24KB |
| 041 heart-disease.csv |
11.06KB |
| 041 Jupyter Notebook Walkthrough.en.srt |
15.14KB |
| 041 Jupyter Notebook Walkthrough.mp4 |
67.35MB |
| 042 Jupyter Notebook Walkthrough 2.en.srt |
22.48KB |
| 042 Jupyter Notebook Walkthrough 2.mp4 |
103.90MB |
| 043 Jupyter Notebook Walkthrough 3.en.srt |
11.49KB |
| 043 Jupyter Notebook Walkthrough 3.mp4 |
71.42MB |
| 044 Section Overview.en.srt |
3.75KB |
| 044 Section Overview.mp4 |
10.87MB |
| 045 Downloading Workbooks and Assignments.html |
1.80KB |
| 046 Pandas Introduction.mp4 |
27.44MB |
| 047 pandas-anatomy-of-a-dataframe.png |
333.24KB |
| 047 Series Data Frames and CSVs.en.srt |
16.82KB |
| 047 Series Data Frames and CSVs.mp4 |
95.37MB |
| 048 Data from URLs.html |
1.93KB |
| 049 Describing Data with Pandas.en.srt |
13.58KB |
| 049 Describing Data with Pandas.mp4 |
75.56MB |
| 050 car-sales.csv |
369B |
| 050 Selecting and Viewing Data with Pandas.en.srt |
14.59KB |
| 050 Selecting and Viewing Data with Pandas.mp4 |
72.35MB |
| 051 Selecting and Viewing Data with Pandas Part 2.en.srt |
17.92KB |
| 051 Selecting and Viewing Data with Pandas Part 2.mp4 |
106.50MB |
| 052 car-sales-missing-data.csv |
287B |
| 052 Manipulating Data.en.srt |
18.07KB |
| 052 Manipulating Data.mp4 |
104.99MB |
| 053 Manipulating Data 2.en.srt |
13.85KB |
| 053 Manipulating Data 2.mp4 |
86.53MB |
| 053 pandas-anatomy-of-a-dataframe.png |
333.24KB |
| 054 Manipulating Data 3.en.srt |
13.71KB |
| 054 Manipulating Data 3.mp4 |
91.02MB |
| 055 Assignment Pandas Practice.html |
2.90KB |
| 056 How To Download The Course Assignments.en.srt |
11.06KB |
| 056 How To Download The Course Assignments.mp4 |
66.78MB |
| 057 Section Overview.en.srt |
3.11KB |
| 057 Section Overview.mp4 |
13.32MB |
| 058 NumPy Introduction.en.srt |
7.50KB |
| 058 NumPy Introduction.mp4 |
26.84MB |
| 059 Quick Note Correction In Next Video.html |
2.10KB |
| 060 NumPy DataTypes and Attributes.en.srt |
19.19KB |
| 060 NumPy DataTypes and Attributes.mp4 |
78.99MB |
| 061 Creating NumPy Arrays.en.srt |
12.44KB |
| 061 Creating NumPy Arrays.mp4 |
66.77MB |
| 062 NumPy Random Seed.en.srt |
9.72KB |
| 062 NumPy Random Seed.mp4 |
51.92MB |
| 063 Viewing Arrays and Matrices.en.srt |
12.89KB |
| 063 Viewing Arrays and Matrices.mp4 |
70.64MB |
| 064 Manipulating Arrays.en.srt |
16.17KB |
| 064 Manipulating Arrays.mp4 |
80.65MB |
| 065 Manipulating Arrays 2.en.srt |
11.49KB |
| 065 Manipulating Arrays 2.mp4 |
67.90MB |
| 066 Standard Deviation and Variance.en.srt |
9.35KB |
| 066 Standard Deviation and Variance.mp4 |
51.16MB |
| 067 Reshape and Transpose.en.srt |
9.53KB |
| 067 Reshape and Transpose.mp4 |
53.53MB |
| 068 Dot Product vs Element Wise.en.srt |
15.34KB |
| 068 Dot Product vs Element Wise.mp4 |
83.93MB |
| 069 Exercise Nut Butter Store Sales.en.srt |
16.96KB |
| 069 Exercise Nut Butter Store Sales.mp4 |
91.32MB |
| 070 Comparison Operators.en.srt |
5.26KB |
| 070 Comparison Operators.mp4 |
26.37MB |
| 071 Sorting Arrays.en.srt |
8.80KB |
| 071 Sorting Arrays.mp4 |
32.83MB |
| 072 numpy-images.zip |
7.27MB |
| 072 Turn Images Into NumPy Arrays.en.srt |
10.42KB |
| 072 Turn Images Into NumPy Arrays.mp4 |
85.91MB |
| 073 Assignment NumPy Practice.html |
3.01KB |
| 074 Optional Extra NumPy resources.html |
1.87KB |
| 075 Section Overview.en.srt |
2.69KB |
| 075 Section Overview.mp4 |
8.60MB |
| 076 Matplotlib Introduction.en.srt |
8.03KB |
| 076 Matplotlib Introduction.mp4 |
31.51MB |
| 077 Importing And Using Matplotlib.en.srt |
16.05KB |
| 077 Importing And Using Matplotlib.mp4 |
86.45MB |
| 078 Anatomy Of A Matplotlib Figure.en.srt |
14.16KB |
| 078 Anatomy Of A Matplotlib Figure.mp4 |
82.15MB |
| 078 matplotlib-anatomy-of-a-plot.png |
369.39KB |
| 078 matplotlib-anatomy-of-a-plot-with-code.png |
654.77KB |
| 079 Scatter Plot And Bar Plot.en.srt |
14.67KB |
| 079 Scatter Plot And Bar Plot.mp4 |
67.03MB |
| 080 Histograms And Subplots.en.srt |
12.44KB |
| 080 Histograms And Subplots.mp4 |
69.75MB |
| 081 Subplots Option 2.en.srt |
6.40KB |
| 081 Subplots Option 2.mp4 |
38.09MB |
| 082 Quick Tip Data Visualizations.en.srt |
2.34KB |
| 082 Quick Tip Data Visualizations.mp4 |
12.25MB |
| 083 Plotting From Pandas DataFrames.en.srt |
9.02KB |
| 083 Plotting From Pandas DataFrames.mp4 |
60.35MB |
| 084 Quick Note Regular Expressions.html |
1.47KB |
| 085 Plotting From Pandas DataFrames 2.en.srt |
13.63KB |
| 085 Plotting From Pandas DataFrames 2.mp4 |
98.80MB |
| 086 Plotting from Pandas DataFrames 3.en.srt |
11.46KB |
| 086 Plotting from Pandas DataFrames 3.mp4 |
74.71MB |
| 087 heart-disease.csv |
11.06KB |
| 087 Plotting from Pandas DataFrames 4.en.srt |
9.41KB |
| 087 Plotting from Pandas DataFrames 4.mp4 |
49.00MB |
| 088 Plotting from Pandas DataFrames 5.en.srt |
11.63KB |
| 088 Plotting from Pandas DataFrames 5.mp4 |
56.96MB |
| 089 Plotting from Pandas DataFrames 6.en.srt |
11.08KB |
| 089 Plotting from Pandas DataFrames 6.mp4 |
82.04MB |
| 090 Plotting from Pandas DataFrames 7.en.srt |
14.95KB |
| 090 Plotting from Pandas DataFrames 7.mp4 |
119.75MB |
| 091 Customizing Your Plots.en.srt |
13.95KB |
| 091 Customizing Your Plots.mp4 |
92.21MB |
| 092 Customizing Your Plots 2.en.srt |
13.29KB |
| 092 Customizing Your Plots 2.mp4 |
123.60MB |
| 093 Saving And Sharing Your Plots.en.srt |
5.83KB |
| 093 Saving And Sharing Your Plots.mp4 |
49.52MB |
| 094 Assignment Matplotlib Practice.html |
2.90KB |
| 095 Section Overview.en.srt |
4.10KB |
| 095 Section Overview.mp4 |
12.46MB |
| 096 Scikit-learn Introduction.en.srt |
10.60KB |
| 096 Scikit-learn Introduction.mp4 |
40.63MB |
| 097 Quick Note Upcoming Video.html |
1.23KB |
| 098 Refresher What Is Machine Learning.en.srt |
6.33KB |
| 098 Refresher What Is Machine Learning.mp4 |
88.27MB |
| 099 Quick Note Upcoming Videos.html |
1.84KB |
| 100 Scikit-learn Cheatsheet.en.srt |
10.08KB |
| 100 Scikit-learn Cheatsheet.mp4 |
75.13MB |
| 101 Typical scikit-learn Workflow.en.srt |
31.71KB |
| 101 Typical scikit-learn Workflow.mp4 |
190.18MB |
| 102 Optional Debugging Warnings In Jupyter.en.srt |
25.51KB |
| 102 Optional Debugging Warnings In Jupyter.mp4 |
176.13MB |
| 103 Getting Your Data Ready Splitting Your Data.en.srt |
12.08KB |
| 103 Getting Your Data Ready Splitting Your Data.mp4 |
63.66MB |
| 103 scikit-learn-data.zip |
20.83KB |
| 104 Quick Tip Clean Transform Reduce.en.srt |
6.42KB |
| 104 Quick Tip Clean Transform Reduce.mp4 |
16.53MB |
| 105 Getting Your Data Ready Convert Data To Numbers.en.srt |
22.71KB |
| 105 Getting Your Data Ready Convert Data To Numbers.mp4 |
135.02MB |
| 106 Getting Your Data Ready Handling Missing Values With Pandas.en.srt |
16.94KB |
| 106 Getting Your Data Ready Handling Missing Values With Pandas.mp4 |
104.84MB |
| 107 Note Correction in the upcoming video (splitting data).html |
3.03KB |
| 108 Getting Your Data Ready Handling Missing Values With Scikit-learn.en.srt |
23.13KB |
| 108 Getting Your Data Ready Handling Missing Values With Scikit-learn.mp4 |
136.89MB |
| 109 Choosing The Right Model For Your Data.en.srt |
21.38KB |
| 109 Choosing The Right Model For Your Data.mp4 |
143.26MB |
| 110 Choosing The Right Model For Your Data 2 (Regression).en.srt |
11.98KB |
| 110 Choosing The Right Model For Your Data 2 (Regression).mp4 |
86.92MB |
| 111 Quick Note Decision Trees.html |
1.06KB |
| 112 Quick Tip How ML Algorithms Work.en.srt |
1.91KB |
| 112 Quick Tip How ML Algorithms Work.mp4 |
11.06MB |
| 113 Choosing The Right Model For Your Data 3 (Classification).en.srt |
17.13KB |
| 113 Choosing The Right Model For Your Data 3 (Classification).mp4 |
118.84MB |
| 114 Fitting A Model To The Data.en.srt |
9.33KB |
| 114 Fitting A Model To The Data.mp4 |
56.56MB |
| 115 Making Predictions With Our Model.en.srt |
12.08KB |
| 115 Making Predictions With Our Model.mp4 |
66.50MB |
| 116 predict() vs predict_proba().en.srt |
11.56KB |
| 116 predict() vs predict_proba().mp4 |
54.33MB |
| 117 Making Predictions With Our Model (Regression).en.srt |
9.13KB |
| 117 Making Predictions With Our Model (Regression).mp4 |
44.91MB |
| 118 Evaluating A Machine Learning Model (Score).en.srt |
12.86KB |
| 118 Evaluating A Machine Learning Model (Score).mp4 |
87.13MB |
| 119 Evaluating A Machine Learning Model 2 (Cross Validation).en.srt |
17.25KB |
| 119 Evaluating A Machine Learning Model 2 (Cross Validation).mp4 |
95.97MB |
| 120 Evaluating A Classification Model 1 (Accuracy).en.srt |
5.87KB |
| 120 Evaluating A Classification Model 1 (Accuracy).mp4 |
31.41MB |
| 121 Evaluating A Classification Model 2 (ROC Curve).en.srt |
12.28KB |
| 121 Evaluating A Classification Model 2 (ROC Curve).mp4 |
66.03MB |
| 122 Evaluating A Classification Model 3 (ROC Curve).en.srt |
10.04KB |
| 122 Evaluating A Classification Model 3 (ROC Curve).mp4 |
50.61MB |
| 123 Evaluating A Classification Model 4 (Confusion Matrix).en.srt |
15.11KB |
| 123 Evaluating A Classification Model 4 (Confusion Matrix).mp4 |
77.72MB |
| 124 Evaluating A Classification Model 5 (Confusion Matrix).en.srt |
11.20KB |
| 124 Evaluating A Classification Model 5 (Confusion Matrix).mp4 |
63.59MB |
| 125 Evaluating A Classification Model 6 (Classification Report).en.srt |
14.56KB |
| 125 Evaluating A Classification Model 6 (Classification Report).mp4 |
87.24MB |
| 126 Evaluating A Regression Model 1 (R2 Score).en.srt |
12.01KB |
| 126 Evaluating A Regression Model 1 (R2 Score).mp4 |
70.39MB |
| 127 Evaluating A Regression Model 2 (MAE).en.srt |
5.70KB |
| 127 Evaluating A Regression Model 2 (MAE).mp4 |
28.52MB |
| 128 Evaluating A Regression Model 3 (MSE).en.srt |
9.23KB |
| 128 Evaluating A Regression Model 3 (MSE).mp4 |
54.90MB |
| 129 Machine Learning Model Evaluation.html |
7.97KB |
| 130 Evaluating A Model With Cross Validation and Scoring Parameter.en.srt |
17.96KB |
| 130 Evaluating A Model With Cross Validation and Scoring Parameter.mp4 |
91.49MB |
| 131 Evaluating A Model With Scikit-learn Functions.en.srt |
16.32KB |
| 131 Evaluating A Model With Scikit-learn Functions.mp4 |
94.82MB |
| 132 Improving A Machine Learning Model.en.srt |
14.86KB |
| 132 Improving A Machine Learning Model.mp4 |
90.93MB |
| 133 Tuning Hyperparameters.en.srt |
30.54KB |
| 133 Tuning Hyperparameters.mp4 |
175.56MB |
| 134 Tuning Hyperparameters 2.en.srt |
16.97KB |
| 134 Tuning Hyperparameters 2.mp4 |
116.77MB |
| 135 Tuning Hyperparameters 3.en.srt |
18.78KB |
| 135 Tuning Hyperparameters 3.mp4 |
121.76MB |
| 136 Quick Tip Correlation Analysis.en.srt |
3.09KB |
| 136 Quick Tip Correlation Analysis.mp4 |
16.92MB |
| 137 Saving And Loading A Model.en.srt |
9.85KB |
| 137 Saving And Loading A Model.mp4 |
52.60MB |
| 138 Saving And Loading A Model 2.en.srt |
8.98KB |
| 138 Saving And Loading A Model 2.mp4 |
56.77MB |
| 139 Putting It All Together.en.srt |
26.43KB |
| 139 Putting It All Together.mp4 |
158.35MB |
| 140 Putting It All Together 2.en.srt |
16.11KB |
| 140 Putting It All Together 2.mp4 |
116.85MB |
| 141 Scikit-Learn Practice.html |
2.91KB |
| 142 Milestone Projects.html |
1.56KB |
| 143 Section Overview.en.srt |
3.11KB |
| 143 Section Overview.mp4 |
10.19MB |
| 144 Project Overview.en.srt |
10.02KB |
| 144 Project Overview.mp4 |
34.44MB |
| 145 Project Environment Setup.en.srt |
14.39KB |
| 145 Project Environment Setup.mp4 |
100.76MB |
| 146 Step 1~4 Framework Setup.en.srt |
16.60KB |
| 146 Step 1~4 Framework Setup.mp4 |
105.50MB |
| 147 Getting Our Tools Ready.en.srt |
12.78KB |
| 147 Getting Our Tools Ready.mp4 |
79.36MB |
| 148 Exploring Our Data.en.srt |
11.40KB |
| 148 Exploring Our Data.mp4 |
66.88MB |
| 148 heart-disease.csv |
11.06KB |
| 149 Finding Patterns.en.srt |
13.39KB |
| 149 Finding Patterns.mp4 |
63.34MB |
| 150 Finding Patterns 2.en.srt |
22.32KB |
| 150 Finding Patterns 2.mp4 |
99.92MB |
| 151 Finding Patterns 3.en.srt |
18.88KB |
| 151 Finding Patterns 3.mp4 |
137.86MB |
| 152 Preparing Our Data For Machine Learning.en.srt |
12.02KB |
| 152 Preparing Our Data For Machine Learning.mp4 |
72.60MB |
| 153 Choosing The Right Models.en.srt |
12.97KB |
| 153 Choosing The Right Models.mp4 |
96.42MB |
| 154 Experimenting With Machine Learning Models.en.srt |
9.63KB |
| 154 Experimenting With Machine Learning Models.mp4 |
55.35MB |
| 155 TuningImproving Our Model.en.srt |
17.64KB |
| 155 TuningImproving Our Model.mp4 |
102.78MB |
| 156 Tuning Hyperparameters.en.srt |
15.67KB |
| 156 Tuning Hyperparameters.mp4 |
108.00MB |
| 157 Tuning Hyperparameters 2.en.srt |
15.10KB |
| 157 Tuning Hyperparameters 2.mp4 |
104.12MB |
| 158 Tuning Hyperparameters 3.en.srt |
9.92KB |
| 158 Tuning Hyperparameters 3.mp4 |
63.01MB |
| 159 Evaluating Our Model.en.srt |
15.11KB |
| 159 Evaluating Our Model.mp4 |
71.60MB |
| 160 Evaluating Our Model 2.en.srt |
7.41KB |
| 160 Evaluating Our Model 2.mp4 |
41.53MB |
| 161 Evaluating Our Model 3.en.srt |
11.55KB |
| 161 Evaluating Our Model 3.mp4 |
64.84MB |
| 162 Finding The Most Important Features.en.srt |
22.33KB |
| 162 Finding The Most Important Features.mp4 |
127.49MB |
| 163 Reviewing The Project.en.srt |
13.81KB |
| 163 Reviewing The Project.mp4 |
86.14MB |
| 164 Section Overview.en.srt |
1.84KB |
| 164 Section Overview.mp4 |
8.95MB |
| 165 Project Overview.en.srt |
6.66KB |
| 165 Project Overview.mp4 |
32.94MB |
| 166 Project Environment Setup.en.srt |
15.91KB |
| 166 Project Environment Setup.mp4 |
101.27MB |
| 167 Step 1~4 Framework Setup.en.srt |
12.44KB |
| 167 Step 1~4 Framework Setup.mp4 |
85.69MB |
| 168 Exploring Our Data.en.srt |
19.97KB |
| 168 Exploring Our Data.mp4 |
137.81MB |
| 169 Exploring Our Data 2.en.srt |
8.60KB |
| 169 Exploring Our Data 2.mp4 |
52.04MB |
| 170 Feature Engineering.en.srt |
22.13KB |
| 170 Feature Engineering.mp4 |
159.14MB |
| 171 Turning Data Into Numbers.en.srt |
22.32KB |
| 171 Turning Data Into Numbers.mp4 |
146.17MB |
| 172 Filling Missing Numerical Values.en.srt |
16.94KB |
| 172 Filling Missing Numerical Values.mp4 |
106.34MB |
| 173 Filling Missing Categorical Values.en.srt |
11.20KB |
| 173 Filling Missing Categorical Values.mp4 |
66.91MB |
| 174 Fitting A Machine Learning Model.en.srt |
10.47KB |
| 174 Fitting A Machine Learning Model.mp4 |
55.52MB |
| 175 Splitting Data.en.srt |
13.51KB |
| 175 Splitting Data.mp4 |
82.68MB |
| 176 Challenge Whats wrong with splitting data after filling it.html |
2.38KB |
| 177 Custom Evaluation Function.en.srt |
16.11KB |
| 177 Custom Evaluation Function.mp4 |
103.34MB |
| 178 Reducing Data.en.srt |
14.62KB |
| 178 Reducing Data.mp4 |
93.47MB |
| 179 RandomizedSearchCV.en.srt |
12.65KB |
| 179 RandomizedSearchCV.mp4 |
85.83MB |
| 180 Improving Hyperparameters.en.srt |
11.03KB |
| 180 Improving Hyperparameters.mp4 |
79.29MB |
| 181 Preproccessing Our Data.en.srt |
17.80KB |
| 181 Preproccessing Our Data.mp4 |
139.30MB |
| 182 Making Predictions.en.srt |
11.37KB |
| 182 Making Predictions.mp4 |
79.21MB |
| 183 Feature Importance.en.srt |
17.26KB |
| 183 Feature Importance.mp4 |
142.30MB |
| 184 Data Engineering Introduction.en.srt |
4.25KB |
| 184 Data Engineering Introduction.mp4 |
13.50MB |
| 185 What Is Data.en.srt |
7.62KB |
| 185 What Is Data.mp4 |
42.22MB |
| 186 What Is A Data Engineer.en.srt |
4.90KB |
| 186 What Is A Data Engineer.mp4 |
15.16MB |
| 187 What Is A Data Engineer 2.en.srt |
6.33KB |
| 187 What Is A Data Engineer 2.mp4 |
24.23MB |
| 188 What Is A Data Engineer 3.en.srt |
5.41KB |
| 188 What Is A Data Engineer 3.mp4 |
24.29MB |
| 189 What Is A Data Engineer 4.en.srt |
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| 189 What Is A Data Engineer 4.mp4 |
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| 190 Types Of Databases.en.srt |
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| 190 Types Of Databases.mp4 |
32.55MB |
| 191 Quick Note Upcoming Video.html |
1.32KB |
| 192 Optional OLTP Databases.en.srt |
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| 192 Optional OLTP Databases.mp4 |
79.68MB |
| 193 Optional Learn SQL.html |
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| 194 Hadoop HDFS and MapReduce.en.srt |
4.70KB |
| 194 Hadoop HDFS and MapReduce.mp4 |
10.10MB |
| 195 Apache Spark and Apache Flink.en.srt |
2.31KB |
| 195 Apache Spark and Apache Flink.mp4 |
5.76MB |
| 196 Kafka and Stream Processing.en.srt |
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| 196 Kafka and Stream Processing.mp4 |
19.24MB |
| 197 Section Overview.en.srt |
2.77KB |
| 197 Section Overview.mp4 |
12.20MB |
| 198 Deep Learning and Unstructured Data.en.srt |
20.20KB |
| 198 Deep Learning and Unstructured Data.mp4 |
102.04MB |
| 199 Setting Up With Google.html |
1.40KB |
| 200 Setting Up Google Colab.en.srt |
9.64KB |
| 200 Setting Up Google Colab.mp4 |
74.24MB |
| 201 Google Colab Workspace.en.srt |
6.32KB |
| 201 Google Colab Workspace.mp4 |
39.63MB |
| 202 Uploading Project Data.en.srt |
8.64KB |
| 202 Uploading Project Data.mp4 |
51.98MB |
| 203 Setting Up Our Data.en.srt |
6.38KB |
| 203 Setting Up Our Data.mp4 |
42.26MB |
| 204 Setting Up Our Data 2.en.srt |
2.18KB |
| 204 Setting Up Our Data 2.mp4 |
20.87MB |
| 205 Importing TensorFlow 2.en.srt |
16.79KB |
| 205 Importing TensorFlow 2.mp4 |
116.76MB |
| 206 Optional TensorFlow 2.0 Default Issue.en.srt |
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| 206 Optional TensorFlow 2.0 Default Issue.mp4 |
28.10MB |
| 207 Using A GPU.en.srt |
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| 207 Using A GPU.mp4 |
80.59MB |
| 208 Optional GPU and Google Colab.en.srt |
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| 208 Optional GPU and Google Colab.mp4 |
45.88MB |
| 209 Optional Reloading Colab Notebook.en.srt |
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| 209 Optional Reloading Colab Notebook.mp4 |
88.66MB |
| 210 Loading Our Data Labels.en.srt |
16.08KB |
| 210 Loading Our Data Labels.mp4 |
114.82MB |
| 211 Preparing The Images.en.srt |
15.12KB |
| 211 Preparing The Images.mp4 |
133.89MB |
| 212 Turning Data Labels Into Numbers.en.srt |
13.76KB |
| 212 Turning Data Labels Into Numbers.mp4 |
107.46MB |
| 213 Creating Our Own Validation Set.en.srt |
11.32KB |
| 213 Creating Our Own Validation Set.mp4 |
66.44MB |
| 214 Preprocess Images.en.srt |
12.93KB |
| 214 Preprocess Images.mp4 |
90.10MB |
| 215 Preprocess Images 2.en.srt |
12.89KB |
| 215 Preprocess Images 2.mp4 |
105.07MB |
| 216 Turning Data Into Batches.en.srt |
11.61KB |
| 216 Turning Data Into Batches.mp4 |
87.77MB |
| 217 Turning Data Into Batches 2.en.srt |
20.15KB |
| 217 Turning Data Into Batches 2.mp4 |
149.38MB |
| 218 Visualizing Our Data.en.srt |
15.66KB |
| 218 Visualizing Our Data.mp4 |
121.99MB |
| 219 Preparing Our Inputs and Outputs.en.srt |
7.78KB |
| 219 Preparing Our Inputs and Outputs.mp4 |
50.07MB |
| 220 Optional How machines learn and whats going on behind the scenes.html |
3.60KB |
| 221 Building A Deep Learning Model.en.srt |
15.92KB |
| 221 Building A Deep Learning Model.mp4 |
121.85MB |
| 222 Building A Deep Learning Model 2.en.srt |
12.54KB |
| 222 Building A Deep Learning Model 2.mp4 |
105.90MB |
| 223 Building A Deep Learning Model 3.en.srt |
11.20KB |
| 223 Building A Deep Learning Model 3.mp4 |
105.92MB |
| 224 Building A Deep Learning Model 4.en.srt |
12.02KB |
| 224 Building A Deep Learning Model 4.mp4 |
86.30MB |
| 225 Summarizing Our Model.en.srt |
5.98KB |
| 225 Summarizing Our Model.mp4 |
45.44MB |
| 226 Evaluating Our Model.en.srt |
10.42KB |
| 226 Evaluating Our Model.mp4 |
79.29MB |
| 227 Preventing Overfitting.en.srt |
5.54KB |
| 227 Preventing Overfitting.mp4 |
36.51MB |
| 228 Training Your Deep Neural Network.en.srt |
23.07KB |
| 228 Training Your Deep Neural Network.mp4 |
166.60MB |
| 229 Evaluating Performance With TensorBoard.en.srt |
9.57KB |
| 229 Evaluating Performance With TensorBoard.mp4 |
74.18MB |
| 230 Make And Transform Predictions.en.srt |
19.18KB |
| 230 Make And Transform Predictions.mp4 |
154.98MB |
| 231 Transform Predictions To Text.en.srt |
17.58KB |
| 231 Transform Predictions To Text.mp4 |
129.87MB |
| 232 Visualizing Model Predictions.en.srt |
17.02KB |
| 232 Visualizing Model Predictions.mp4 |
119.31MB |
| 233 Visualizing And Evaluate Model Predictions 2.en.srt |
17.64KB |
| 233 Visualizing And Evaluate Model Predictions 2.mp4 |
143.78MB |
| 234 Visualizing And Evaluate Model Predictions 3.en.srt |
13.82KB |
| 234 Visualizing And Evaluate Model Predictions 3.mp4 |
113.21MB |
| 235 Saving And Loading A Trained Model.en.srt |
16.85KB |
| 235 Saving And Loading A Trained Model.mp4 |
126.98MB |
| 236 Training Model On Full Dataset.en.srt |
19.17KB |
| 236 Training Model On Full Dataset.mp4 |
139.82MB |
| 237 Making Predictions On Test Images.en.srt |
20.31KB |
| 237 Making Predictions On Test Images.mp4 |
140.83MB |
| 238 Submitting Model to Kaggle.en.srt |
16.58KB |
| 238 Submitting Model to Kaggle.mp4 |
121.34MB |
| 239 Making Predictions On Our Images.en.srt |
18.57KB |
| 239 Making Predictions On Our Images.mp4 |
119.24MB |
| 240 Finishing Dog Vision Where to next.html |
4.72KB |
| 241 Section Overview.en.srt |
3.29KB |
| 241 Section Overview.mp4 |
10.92MB |
| 242 Communicating Your Work.en.srt |
4.84KB |
| 242 Communicating Your Work.mp4 |
20.20MB |
| 243 Communicating With Managers.en.srt |
4.53KB |
| 243 Communicating With Managers.mp4 |
18.38MB |
| 244 Communicating With Co-Workers.en.srt |
5.54KB |
| 244 Communicating With Co-Workers.mp4 |
18.99MB |
| 245 Weekend Project Principle.en.srt |
8.98KB |
| 245 Weekend Project Principle.mp4 |
23.58MB |
| 246 Communicating With Outside World.en.srt |
4.51KB |
| 246 Communicating With Outside World.mp4 |
14.52MB |
| 247 Storytelling.en.srt |
4.10KB |
| 247 Storytelling.mp4 |
12.02MB |
| 248 Communicating and sharing your work Further reading.html |
4.01KB |
| 249 Endorsements On LinkedIn.html |
2.93KB |
| 250 Quick Note Upcoming Video.html |
1.42KB |
| 251 What If I Dont Have Enough Experience.en.srt |
19.98KB |
| 251 What If I Dont Have Enough Experience.mp4 |
160.94MB |
| 252 Learning Guideline.html |
1.14KB |
| 253 Quick Note Upcoming Videos.html |
1.40KB |
| 254 JTS Learn to Learn.en.srt |
2.49KB |
| 254 JTS Learn to Learn.mp4 |
11.14MB |
| 255 JTS Start With Why.en.srt |
2.96KB |
| 255 JTS Start With Why.mp4 |
15.43MB |
| 256 Quick Note Upcoming Videos.html |
1.19KB |
| 257 CWD Git Github.en.srt |
21.17KB |
| 257 CWD Git Github.mp4 |
176.11MB |
| 258 CWD Git Github 2.en.srt |
18.25KB |
| 258 CWD Git Github 2.mp4 |
118.35MB |
| 259 Contributing To Open Source.en.srt |
17.13KB |
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130.25MB |
| 260 Contributing To Open Source 2.en.srt |
10.18KB |
| 260 Contributing To Open Source 2.mp4 |
113.04MB |
| 261 Coding Challenges.html |
1.76KB |
| 262 Exercise Contribute To Open Source.html |
2.29KB |
| 263 What Is A Programming Language.en.srt |
7.04KB |
| 263 What Is A Programming Language.mp4 |
104.77MB |
| 264 Python Interpreter.en.srt |
8.30KB |
| 264 Python Interpreter.mp4 |
93.47MB |
| 265 How To Run Python Code.en.srt |
6.46KB |
| 265 How To Run Python Code.mp4 |
63.90MB |
| 266 Our First Python Program.en.srt |
9.03KB |
| 266 Our First Python Program.mp4 |
47.20MB |
| 267 Python 2 vs Python 3.en.srt |
8.17KB |
| 267 Python 2 vs Python 3.mp4 |
82.14MB |
| 268 Exercise How Does Python Work.en.srt |
2.85KB |
| 268 Exercise How Does Python Work.mp4 |
25.96MB |
| 269 Learning Python.en.srt |
2.59KB |
| 269 Learning Python.mp4 |
38.52MB |
| 270 Python Data Types.en.srt |
5.22KB |
| 270 Python Data Types.mp4 |
28.85MB |
| 271 How To Succeed.html |
1.11KB |
| 272 Numbers.en.srt |
11.13KB |
| 272 Numbers.mp4 |
72.71MB |
| 273 Math Functions.en.srt |
5.43KB |
| 273 Math Functions.mp4 |
41.82MB |
| 274 DEVELOPER FUNDAMENTALS I.en.srt |
5.22KB |
| 274 DEVELOPER FUNDAMENTALS I.mp4 |
59.71MB |
| 275 Operator Precedence.en.srt |
3.50KB |
| 275 Operator Precedence.mp4 |
14.42MB |
| 276 Exercise Operator Precedence.html |
1.52KB |
| 277 Optional bin() and complex.en.srt |
4.80KB |
| 277 Optional bin() and complex.mp4 |
21.90MB |
| 278 Variables.en.srt |
16.04KB |
| 278 Variables.mp4 |
93.56MB |
| 279 Expressions vs Statements.en.srt |
1.72KB |
| 279 Expressions vs Statements.mp4 |
10.97MB |
| 280 Augmented Assignment Operator.en.srt |
2.95KB |
| 280 Augmented Assignment Operator.mp4 |
15.32MB |
| 281 Strings.en.srt |
6.29KB |
| 281 Strings.mp4 |
30.98MB |
| 282 String Concatenation.en.srt |
1.42KB |
| 282 String Concatenation.mp4 |
7.34MB |
| 283 Type Conversion.en.srt |
3.09KB |
| 283 Type Conversion.mp4 |
18.99MB |
| 284 Escape Sequences.en.srt |
5.01KB |
| 284 Escape Sequences.mp4 |
23.15MB |
| 285 Formatted Strings.en.srt |
8.84KB |
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49.25MB |
| 286 String Indexes.en.srt |
9.21KB |
| 286 String Indexes.mp4 |
49.15MB |
| 287 Immutability.en.srt |
3.50KB |
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20.80MB |
| 288 Built-In Functions Methods.en.srt |
10.27KB |
| 288 Built-In Functions Methods.mp4 |
69.39MB |
| 289 Booleans.en.srt |
3.94KB |
| 289 Booleans.mp4 |
16.55MB |
| 290 Exercise Type Conversion.en.srt |
8.58KB |
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50.34MB |
| 291 DEVELOPER FUNDAMENTALS II.en.srt |
5.30KB |
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29.25MB |
| 292 Exercise Password Checker.en.srt |
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| 293 Lists.en.srt |
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21.96MB |
| 294 List Slicing.en.srt |
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49.86MB |
| 295 Matrix.en.srt |
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19.15MB |
| 296 List Methods.en.srt |
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61.75MB |
| 297 List Methods 2.en.srt |
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27.40MB |
| 298 List Methods 3.en.srt |
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27.66MB |
| 299 Common List Patterns.en.srt |
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| 299 Common List Patterns.mp4 |
40.46MB |
| 300 List Unpacking.en.srt |
2.91KB |
| 300 List Unpacking.mp4 |
13.86MB |
| 301 None.en.srt |
2.19KB |
| 301 None.mp4 |
7.93MB |
| 302 Dictionaries.en.srt |
7.09KB |
| 302 Dictionaries.mp4 |
32.70MB |
| 303 DEVELOPER FUNDAMENTALS III.en.srt |
3.59KB |
| 303 DEVELOPER FUNDAMENTALS III.mp4 |
26.63MB |
| 304 Dictionary Keys.en.srt |
4.17KB |
| 304 Dictionary Keys.mp4 |
20.37MB |
| 305 Dictionary Methods.en.srt |
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27.16MB |
| 306 Dictionary Methods 2.en.srt |
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| 307 Tuples.en.srt |
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25.65MB |
| 308 Tuples 2.en.srt |
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| 308 Tuples 2.mp4 |
16.99MB |
| 309 Sets.en.srt |
8.43KB |
| 309 Sets.mp4 |
36.98MB |
| 310 Sets 2.en.srt |
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| 310 Sets 2.mp4 |
64.26MB |
| 311 Breaking The Flow.en.srt |
2.98KB |
| 311 Breaking The Flow.mp4 |
20.33MB |
| 312 Conditional Logic.en.srt |
15.66KB |
| 312 Conditional Logic.mp4 |
74.58MB |
| 313 Indentation In Python.en.srt |
5.27KB |
| 313 Indentation In Python.mp4 |
28.02MB |
| 314 Truthy vs Falsey.en.srt |
5.99KB |
| 314 Truthy vs Falsey.mp4 |
42.82MB |
| 315 Ternary Operator.en.srt |
4.81KB |
| 315 Ternary Operator.mp4 |
19.70MB |
| 316 Short Circuiting.en.srt |
4.47KB |
| 316 Short Circuiting.mp4 |
19.39MB |
| 317 Logical Operators.en.srt |
8.10KB |
| 317 Logical Operators.mp4 |
28.33MB |
| 318 Exercise Logical Operators.en.srt |
8.40KB |
| 318 Exercise Logical Operators.mp4 |
46.62MB |
| 319 is vs.en.srt |
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33.57MB |
| 320 For Loops.en.srt |
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| 320 For Loops.mp4 |
34.31MB |
| 321 Iterables.en.srt |
6.85KB |
| 321 Iterables.mp4 |
43.20MB |
| 322 Exercise Tricky Counter.en.srt |
3.58KB |
| 322 Exercise Tricky Counter.mp4 |
16.39MB |
| 323 range().en.srt |
5.86KB |
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28.32MB |
| 324 enumerate().en.srt |
4.56KB |
| 324 enumerate().mp4 |
24.80MB |
| 325 While Loops.en.srt |
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28.32MB |
| 326 While Loops 2.en.srt |
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25.93MB |
| 327 break continue pass.en.srt |
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| 327 break continue pass.mp4 |
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| 328 Our First GUI.en.srt |
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| 328 Our First GUI.mp4 |
49.63MB |
| 329 DEVELOPER FUNDAMENTALS IV.en.srt |
7.82KB |
| 329 DEVELOPER FUNDAMENTALS IV.mp4 |
50.22MB |
| 330 Exercise Find Duplicates.en.srt |
4.39KB |
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20.25MB |
| 331 Functions.en.srt |
9.20KB |
| 331 Functions.mp4 |
48.60MB |
| 332 Parameters and Arguments.en.srt |
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| 332 Parameters and Arguments.mp4 |
23.14MB |
| 333 Default Parameters and Keyword Arguments.en.srt |
5.98KB |
| 333 Default Parameters and Keyword Arguments.mp4 |
38.14MB |
| 334 return.en.srt |
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| 334 return.mp4 |
63.04MB |
| 335 Exercise Tesla.html |
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| 336 Methods vs Functions.en.srt |
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| 336 Methods vs Functions.mp4 |
30.69MB |
| 337 Docstrings.en.srt |
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| 338 Clean Code.en.srt |
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19.66MB |
| 339 args and kwargs.en.srt |
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| 340 Exercise Functions.en.srt |
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| 341 Scope.en.srt |
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20.14MB |
| 342 Scope Rules.en.srt |
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| 342 Scope Rules.mp4 |
37.68MB |
| 343 global Keyword.en.srt |
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| 344 nonlocal Keyword.en.srt |
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| 345 Why Do We Need Scope.en.srt |
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| 346 Pure Functions.en.srt |
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| 348 filter().en.srt |
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| 350 reduce().en.srt |
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| 351 List Comprehensions.en.srt |
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| 351 List Comprehensions.mp4 |
53.34MB |
| 352 Set Comprehensions.en.srt |
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| 352 Set Comprehensions.mp4 |
35.37MB |
| 353 Exercise Comprehensions.en.srt |
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| 354 Python Exam Testing Your Understanding.html |
1.97KB |
| 355 Modules in Python.en.srt |
12.67KB |
| 355 Modules in Python.mp4 |
82.18MB |
| 356 Quick Note Upcoming Videos.html |
1.28KB |
| 357 Optional PyCharm.en.srt |
10.51KB |
| 357 Optional PyCharm.mp4 |
53.06MB |
| 358 Packages in Python.en.srt |
12.45KB |
| 358 Packages in Python.mp4 |
72.42MB |
| 359 Different Ways To Import.en.srt |
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| 359 Different Ways To Import.mp4 |
47.96MB |
| 360 Next Steps.html |
1.77KB |
| 361 Statistics and Mathematics.html |
1.54KB |
| 362 Become An Alumni.html |
2.56KB |
| 363 Thank You.en.srt |
3.64KB |
| 363 Thank You.mp4 |
11.11MB |
| 364 Bonus Special Thank You Gift.html |
2.44KB |
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