Please note that this page does not hosts or makes available any of the listed filenames. You
cannot download any of those files from here.
|
[CourseClub.Me].url |
122B |
[CourseClub.Me].url |
122B |
[CourseClub.Me].url |
122B |
[CourseClub.Me].url |
122B |
[CourseClub.Me].url |
122B |
[CourseClub.Me].url |
122B |
[CourseClub.Me].url |
122B |
[CourseClub.Me].url |
122B |
[GigaCourse.Com].url |
49B |
[GigaCourse.Com].url |
49B |
[GigaCourse.Com].url |
49B |
[GigaCourse.Com].url |
49B |
[GigaCourse.Com].url |
49B |
[GigaCourse.Com].url |
49B |
[GigaCourse.Com].url |
49B |
[GigaCourse.Com].url |
49B |
001 Become An Alumni.html |
944B |
001 Bonus Lecture.html |
1.19KB |
001 Breaking The Flow_en.vtt |
2.68KB |
001 Breaking The Flow.mp4 |
7.40MB |
001 Course Outline_en.vtt |
8.05KB |
001 Course Outline.mp4 |
77.27MB |
001 Data Engineering Introduction_en.vtt |
3.77KB |
001 Data Engineering Introduction.mp4 |
6.57MB |
001 Endorsements On LinkedIn.html |
1.37KB |
001 Milestone Projects!.html |
738B |
001 Section Overview_en.vtt |
4.18KB |
001 Section Overview_en.vtt |
1.76KB |
001 Section Overview_en.vtt |
3.23KB |
001 Section Overview_en.vtt |
2.88KB |
001 Section Overview_en.vtt |
2.30KB |
001 Section Overview_en.vtt |
3.44KB |
001 Section Overview_en.vtt |
2.75KB |
001 Section Overview_en.vtt |
1.63KB |
001 Section Overview_en.vtt |
2.51KB |
001 Section Overview_en.vtt |
2.96KB |
001 Section Overview.mp4 |
6.34MB |
001 Section Overview.mp4 |
2.48MB |
001 Section Overview.mp4 |
5.07MB |
001 Section Overview.mp4 |
12.50MB |
001 Section Overview.mp4 |
3.84MB |
001 Section Overview.mp4 |
5.57MB |
001 Section Overview.mp4 |
4.57MB |
001 Section Overview.mp4 |
8.72MB |
001 Section Overview.mp4 |
6.39MB |
001 Section Overview.mp4 |
4.83MB |
001 Statistics and Mathematics.html |
710B |
001 The 2 Paths_en.vtt |
4.12KB |
001 The 2 Paths.mp4 |
4.89MB |
001 What Is A Programming Language_en.vtt |
6.36KB |
001 What Is A Programming Language.mp4 |
76.43MB |
001 What Is Machine Learning_en.vtt |
7.80KB |
001 What Is Machine Learning.mp4 |
28.30MB |
002 AIMachine LearningData Science_en.vtt |
5.68KB |
002 AIMachine LearningData Science.mp4 |
19.67MB |
002 Communicating Your Work_en.vtt |
4.25KB |
002 Communicating Your Work.mp4 |
8.42MB |
002 Conditional Logic_en.vtt |
13.97KB |
002 Conditional Logic.mp4 |
56.56MB |
002 Deep Learning and Unstructured Data_en.vtt |
18.26KB |
002 Deep Learning and Unstructured Data.mp4 |
69.84MB |
002 Downloading Workbooks and Assignments.html |
967B |
002 Introducing Our Framework_en.vtt |
3.28KB |
002 Introducing Our Framework.mp4 |
4.29MB |
002 Introducing Our Tools_en.vtt |
3.96KB |
002 Introducing Our Tools.mp4 |
19.28MB |
002 Join Our Online Classroom!_en.vtt |
5.19KB |
002 Join Our Online Classroom!.mp4 |
77.56MB |
002 Matplotlib Introduction_en.vtt |
7.15KB |
002 Matplotlib Introduction.mp4 |
20.90MB |
002 NumPy Introduction_en.vtt |
6.69KB |
002 NumPy Introduction.mp4 |
13.62MB |
002 Project Overview_en.vtt |
9.06KB |
002 Project Overview_en.vtt |
6.23KB |
002 Project Overview.mp4 |
13.67MB |
002 Project Overview.mp4 |
13.49MB |
002 Python + Machine Learning Monthly.html |
917B |
002 Python Interpreter_en.vtt |
7.61KB |
002 Python Interpreter.mp4 |
68.50MB |
002 Quick Note Upcoming Video.html |
587B |
002 Scikit-learn Introduction_en.vtt |
9.53KB |
002 Scikit-learn Introduction.mp4 |
17.16MB |
002 Thank You_en.vtt |
3.25KB |
002 Thank You.mp4 |
11.09MB |
002 What Is Data_en.vtt |
6.93KB |
002 What Is Data.mp4 |
30.66MB |
003 6 Step Machine Learning Framework_en.vtt |
6.04KB |
003 6 Step Machine Learning Framework.mp4 |
23.47MB |
003 Communicating With Managers_en.vtt |
3.93KB |
003 Communicating With Managers.mp4 |
6.67MB |
003 conda-cheatsheet.pdf |
201.29KB |
003 Downloading the data for the next two projects.html |
1.64KB |
003 Endorsements On LinkedIN.html |
1.37KB |
003 Exercise Machine Learning Playground_en.vtt |
7.06KB |
003 Exercise Machine Learning Playground.mp4 |
42.62MB |
003 Exercise Meet Your Classmates and Instructor.html |
3.70KB |
003 How To Run Python Code_en.vtt |
5.92KB |
003 How To Run Python Code.mp4 |
36.45MB |
003 Importing And Using Matplotlib_en.vtt |
14.22KB |
003 Importing And Using Matplotlib.mp4 |
83.89MB |
003 Indentation In Python_en.vtt |
4.79KB |
003 Indentation In Python.mp4 |
11.30MB |
003 Pandas Introduction_en.vtt |
6.09KB |
003 Pandas Introduction.mp4 |
11.09MB |
003 Project Environment Setup_en.vtt |
13.17KB |
003 Project Environment Setup.mp4 |
97.97MB |
003 Quick Note Correction In Next Video.html |
1.24KB |
003 Quick Note Upcoming Video.html |
390B |
003 Setting Up With Google.html |
568B |
003 Thank You Part 2.html |
730B |
003 What If I Don't Have Enough Experience_en.vtt |
17.83KB |
003 What If I Don't Have Enough Experience.mp4 |
147.31MB |
003 What Is A Data Engineer_en.vtt |
4.53KB |
003 What Is A Data Engineer.mp4 |
9.50MB |
003 What is Conda_en.vtt |
3.07KB |
003 What is Conda.mp4 |
4.81MB |
004 Anatomy Of A Matplotlib Figure_en.vtt |
12.36KB |
004 Anatomy Of A Matplotlib Figure.mp4 |
53.23MB |
004 Communicating With Co-Workers_en.vtt |
4.83KB |
004 Communicating With Co-Workers.mp4 |
7.34MB |
004 Conda Environments_en.vtt |
5.50KB |
004 Conda Environments.mp4 |
14.63MB |
004 How Did We Get Here_en.vtt |
6.48KB |
004 How Did We Get Here.mp4 |
30.50MB |
004 Learning Guideline.html |
336B |
004 matplotlib-anatomy-of-a-plot.png |
369.39KB |
004 matplotlib-anatomy-of-a-plot-with-code.png |
654.77KB |
004 NumPy DataTypes and Attributes_en.vtt |
17.24KB |
004 NumPy DataTypes and Attributes.mp4 |
56.55MB |
004 Optional Windows Project Environment Setup_en.vtt |
4.68KB |
004 Optional Windows Project Environment Setup.mp4 |
11.21MB |
004 Our First Python Program_en.vtt |
7.84KB |
004 Our First Python Program.mp4 |
29.77MB |
004 pandas-anatomy-of-a-dataframe.png |
333.24KB |
004 Project Environment Setup_en.vtt |
13.96KB |
004 Project Environment Setup.mp4 |
99.05MB |
004 Refresher What Is Machine Learning_en.vtt |
5.83KB |
004 Refresher What Is Machine Learning.mp4 |
17.85MB |
004 Series, Data Frames and CSVs_en.vtt |
15.85KB |
004 Series, Data Frames and CSVs.mp4 |
91.07MB |
004 Setting Up Google Colab_en.vtt |
9.03KB |
004 Setting Up Google Colab.mp4 |
73.92MB |
004 Truthy vs Falsey_en.vtt |
5.57KB |
004 Truthy vs Falsey.mp4 |
36.34MB |
004 Types of Machine Learning Problems_en.vtt |
12.79KB |
004 Types of Machine Learning Problems.mp4 |
20.98MB |
004 What Is A Data Engineer 2_en.vtt |
5.69KB |
004 What Is A Data Engineer 2.mp4 |
24.21MB |
004 Your First Day_en.vtt |
4.66KB |
004 Your First Day.mp4 |
27.98MB |
005 Creating NumPy Arrays_en.vtt |
10.61KB |
005 Creating NumPy Arrays.mp4 |
45.62MB |
005 Data from URLs.html |
1.08KB |
005 Exercise YouTube Recommendation Engine_en.vtt |
4.86KB |
005 Exercise YouTube Recommendation Engine.mp4 |
8.89MB |
005 Google Colab Workspace_en.vtt |
5.54KB |
005 Google Colab Workspace.mp4 |
32.22MB |
005 Latest Version Of Python_en.vtt |
2.37KB |
005 Latest Version Of Python.mp4 |
6.97MB |
005 Mac Environment Setup_en.vtt |
22.28KB |
005 Mac Environment Setup.mp4 |
139.47MB |
005 Quick Note Upcoming Videos.html |
1018B |
005 Quick Note Upcoming Videos.html |
565B |
005 Scatter Plot And Bar Plot_en.vtt |
12.71KB |
005 Scatter Plot And Bar Plot.mp4 |
44.65MB |
005 Step 1~4 Framework Setup_en.vtt |
15.25KB |
005 Step 1~4 Framework Setup_en.vtt |
10.70KB |
005 Step 1~4 Framework Setup.mp4 |
102.16MB |
005 Step 1~4 Framework Setup.mp4 |
84.12MB |
005 Ternary Operator_en.vtt |
4.31KB |
005 Ternary Operator.mp4 |
8.31MB |
005 Types of Data_en.vtt |
5.75KB |
005 Types of Data.mp4 |
19.99MB |
005 Weekend Project Principle_en.vtt |
7.91KB |
005 Weekend Project Principle.mp4 |
10.32MB |
005 What Is A Data Engineer 3_en.vtt |
4.98KB |
005 What Is A Data Engineer 3.mp4 |
10.96MB |
006 Communicating With Outside World_en.vtt |
4.05KB |
006 Communicating With Outside World.mp4 |
6.29MB |
006 Describing Data with Pandas_en.vtt |
12.23KB |
006 Describing Data with Pandas.mp4 |
63.50MB |
006 Exploring Our Data_en.vtt |
18.33KB |
006 Exploring Our Data.mp4 |
135.66MB |
006 Getting Our Tools Ready_en.vtt |
11.28KB |
006 Getting Our Tools Ready.mp4 |
76.79MB |
006 Histograms And Subplots_en.vtt |
10.98KB |
006 Histograms And Subplots.mp4 |
57.51MB |
006 JTS Learn to Learn_en.vtt |
2.14KB |
006 JTS Learn to Learn.mp4 |
5.38MB |
006 Mac Environment Setup 2_en.vtt |
18.64KB |
006 Mac Environment Setup 2.mp4 |
122.18MB |
006 NumPy Random Seed_en.vtt |
8.93KB |
006 NumPy Random Seed.mp4 |
36.47MB |
006 Python 2 vs Python 3_en.vtt |
7.31KB |
006 Python 2 vs Python 3.mp4 |
65.82MB |
006 Scikit-learn Cheatsheet_en.vtt |
9.23KB |
006 Scikit-learn Cheatsheet.mp4 |
75.13MB |
006 Short Circuiting_en.vtt |
4.17KB |
006 Short Circuiting.mp4 |
8.14MB |
006 Types of Evaluation_en.vtt |
4.05KB |
006 Types of Evaluation.mp4 |
6.52MB |
006 Types of Machine Learning_en.vtt |
4.87KB |
006 Types of Machine Learning.mp4 |
9.63MB |
006 Uploading Project Data_en.vtt |
8.16KB |
006 Uploading Project Data.mp4 |
50.22MB |
006 What Is A Data Engineer 4_en.vtt |
3.54KB |
006 What Is A Data Engineer 4.mp4 |
7.43MB |
007 Are You Getting It Yet.html |
160B |
007 car-sales.csv |
369B |
007 Exercise How Does Python Work_en.vtt |
2.57KB |
007 Exercise How Does Python Work.mp4 |
9.36MB |
007 Exploring Our Data_en.vtt |
10.19KB |
007 Exploring Our Data.mp4 |
64.39MB |
007 Exploring Our Data 2_en.vtt |
7.71KB |
007 Exploring Our Data 2.mp4 |
50.64MB |
007 Features In Data_en.vtt |
6.09KB |
007 Features In Data.mp4 |
14.83MB |
007 heart-disease.csv |
11.06KB |
007 JTS Start With Why_en.vtt |
2.61KB |
007 JTS Start With Why.mp4 |
15.42MB |
007 Logical Operators_en.vtt |
7.38KB |
007 Logical Operators.mp4 |
14.60MB |
007 Selecting and Viewing Data with Pandas_en.vtt |
13.00KB |
007 Selecting and Viewing Data with Pandas.mp4 |
61.69MB |
007 Setting Up Our Data_en.vtt |
5.72KB |
007 Setting Up Our Data.mp4 |
41.33MB |
007 Storytelling_en.vtt |
3.60KB |
007 Storytelling.mp4 |
4.86MB |
007 Subplots Option 2_en.vtt |
5.70KB |
007 Subplots Option 2.mp4 |
31.22MB |
007 Types Of Databases_en.vtt |
7.72KB |
007 Types Of Databases.mp4 |
24.34MB |
007 Typical scikit-learn Workflow_en.vtt |
28.43KB |
007 Typical scikit-learn Workflow.mp4 |
184.52MB |
007 Viewing Arrays and Matrices_en.vtt |
11.76KB |
007 Viewing Arrays and Matrices.mp4 |
59.35MB |
007 Windows Environment Setup_en.vtt |
6.89KB |
007 Windows Environment Setup.mp4 |
32.90MB |
008 Communicating and sharing your work Further reading.html |
3.12KB |
008 Exercise Logical Operators_en.vtt |
7.54KB |
008 Exercise Logical Operators.mp4 |
23.49MB |
008 Feature Engineering_en.vtt |
19.10KB |
008 Feature Engineering.mp4 |
157.46MB |
008 Finding Patterns_en.vtt |
11.81KB |
008 Finding Patterns.mp4 |
60.29MB |
008 Learning Python_en.vtt |
2.38KB |
008 Learning Python.mp4 |
6.55MB |
008 Manipulating Arrays_en.vtt |
14.56KB |
008 Manipulating Arrays.mp4 |
68.46MB |
008 Modelling - Splitting Data_en.vtt |
6.88KB |
008 Modelling - Splitting Data.mp4 |
11.29MB |
008 Optional Debugging Warnings In Jupyter_en.vtt |
23.26KB |
008 Optional Debugging Warnings In Jupyter.mp4 |
171.51MB |
008 Quick Note Upcoming Video.html |
481B |
008 Quick Note Upcoming Videos.html |
352B |
008 Quick Tip Data Visualizations_en.vtt |
2.03KB |
008 Quick Tip Data Visualizations.mp4 |
5.36MB |
008 Selecting and Viewing Data with Pandas Part 2_en.vtt |
16.25KB |
008 Selecting and Viewing Data with Pandas Part 2.mp4 |
103.38MB |
008 Setting Up Our Data 2_en.vtt |
2.02KB |
008 Setting Up Our Data 2.mp4 |
21.05MB |
008 What Is Machine Learning Round 2_en.vtt |
5.53KB |
008 What Is Machine Learning Round 2.mp4 |
11.85MB |
008 Windows Environment Setup 2_en.vtt |
28.59KB |
008 Windows Environment Setup 2.mp4 |
222.74MB |
009 car-sales-missing-data.csv |
287B |
009 CWD Git + Github_en.vtt |
18.60KB |
009 CWD Git + Github.mp4 |
169.84MB |
009 Finding Patterns 2_en.vtt |
20.80KB |
009 Finding Patterns 2.mp4 |
94.27MB |
009 Getting Your Data Ready Splitting Your Data_en.vtt |
10.65KB |
009 Getting Your Data Ready Splitting Your Data.mp4 |
60.96MB |
009 Importing TensorFlow 2_en.vtt |
15.32KB |
009 Importing TensorFlow 2.mp4 |
114.67MB |
009 is vs ==_en.vtt |
7.58KB |
009 is vs ==.mp4 |
18.05MB |
009 Linux Environment Setup.html |
1.03KB |
009 Manipulating Arrays 2_en.vtt |
10.30KB |
009 Manipulating Arrays 2.mp4 |
57.97MB |
009 Manipulating Data_en.vtt |
15.96KB |
009 Manipulating Data.mp4 |
100.96MB |
009 Modelling - Picking the Model_en.vtt |
5.54KB |
009 Modelling - Picking the Model.mp4 |
8.74MB |
009 Optional OLTP Databases_en.vtt |
11.11KB |
009 Optional OLTP Databases.mp4 |
68.25MB |
009 Plotting From Pandas DataFrames_en.vtt |
8.19KB |
009 Plotting From Pandas DataFrames.mp4 |
49.44MB |
009 Python Data Types_en.vtt |
4.94KB |
009 Python Data Types.mp4 |
11.96MB |
009 scikit-learn-data.zip |
20.83KB |
009 Section Review_en.vtt |
1.95KB |
009 Section Review.mp4 |
2.81MB |
009 Turning Data Into Numbers_en.vtt |
19.37KB |
009 Turning Data Into Numbers.mp4 |
144.14MB |
010 CWD Git + Github 2_en.vtt |
16.72KB |
010 CWD Git + Github 2.mp4 |
102.55MB |
010 Filling Missing Numerical Values_en.vtt |
14.95KB |
010 Filling Missing Numerical Values.mp4 |
103.35MB |
010 Finding Patterns 3_en.vtt |
16.77KB |
010 Finding Patterns 3.mp4 |
135.88MB |
010 For Loops_en.vtt |
7.03KB |
010 For Loops.mp4 |
16.42MB |
010 How To Succeed.html |
280B |
010 Manipulating Data 2_en.vtt |
12.58KB |
010 Manipulating Data 2.mp4 |
84.27MB |
010 Modelling - Tuning_en.vtt |
4.47KB |
010 Modelling - Tuning.mp4 |
6.17MB |
010 Monthly Coding Challenges, Free Resources and Guides.html |
1.58KB |
010 Optional Learn SQL.html |
410B |
010 Optional TensorFlow 2.0 Default Issue_en.vtt |
4.00KB |
010 Optional TensorFlow 2.0 Default Issue.mp4 |
13.98MB |
010 pandas-anatomy-of-a-dataframe.png |
333.24KB |
010 Quick Note Regular Expressions.html |
632B |
010 Quick Tip Clean, Transform, Reduce_en.vtt |
5.74KB |
010 Quick Tip Clean, Transform, Reduce.mp4 |
9.74MB |
010 Sharing your Conda Environment.html |
2.41KB |
010 Standard Deviation and Variance_en.vtt |
8.38KB |
010 Standard Deviation and Variance.mp4 |
36.77MB |
011 6-step-ml-framework.png |
324.24KB |
011 Contributing To Open Source_en.vtt |
15.20KB |
011 Contributing To Open Source.mp4 |
126.78MB |
011 Filling Missing Categorical Values_en.vtt |
9.77KB |
011 Filling Missing Categorical Values.mp4 |
64.55MB |
011 Getting Your Data Ready Convert Data To Numbers_en.vtt |
20.05KB |
011 Getting Your Data Ready Convert Data To Numbers.mp4 |
130.92MB |
011 Hadoop, HDFS and MapReduce_en.vtt |
4.36KB |
011 Hadoop, HDFS and MapReduce.mp4 |
10.07MB |
011 heart-disease.csv |
11.06KB |
011 Iterables_en.vtt |
6.25KB |
011 Iterables.mp4 |
23.53MB |
011 Jupyter Notebook Walkthrough_en.vtt |
13.64KB |
011 Jupyter Notebook Walkthrough.mp4 |
56.81MB |
011 Manipulating Data 3_en.vtt |
12.10KB |
011 Manipulating Data 3.mp4 |
76.71MB |
011 Modelling - Comparison_en.vtt |
11.72KB |
011 Modelling - Comparison.mp4 |
18.23MB |
011 Numbers_en.vtt |
10.34KB |
011 Numbers.mp4 |
55.10MB |
011 Plotting From Pandas DataFrames 2_en.vtt |
11.64KB |
011 Plotting From Pandas DataFrames 2.mp4 |
97.25MB |
011 Preparing Our Data For Machine Learning_en.vtt |
11.26KB |
011 Preparing Our Data For Machine Learning.mp4 |
70.46MB |
011 Reshape and Transpose_en.vtt |
8.30KB |
011 Reshape and Transpose.mp4 |
51.46MB |
011 Using A GPU_en.vtt |
11.17KB |
011 Using A GPU.mp4 |
78.90MB |
012 Apache Spark and Apache Flink_en.vtt |
2.14KB |
012 Apache Spark and Apache Flink.mp4 |
2.93MB |
012 Assignment Pandas Practice.html |
2.05KB |
012 Choosing The Right Models_en.vtt |
12.23KB |
012 Choosing The Right Models.mp4 |
94.08MB |
012 Contributing To Open Source 2_en.vtt |
8.94KB |
012 Contributing To Open Source 2.mp4 |
113.11MB |
012 Dot Product vs Element Wise_en.vtt |
13.58KB |
012 Dot Product vs Element Wise.mp4 |
69.76MB |
012 Exercise Tricky Counter_en.vtt |
3.33KB |
012 Exercise Tricky Counter.mp4 |
8.11MB |
012 Fitting A Machine Learning Model_en.vtt |
9.63KB |
012 Fitting A Machine Learning Model.mp4 |
53.48MB |
012 Jupyter Notebook Walkthrough 2_en.vtt |
19.54KB |
012 Jupyter Notebook Walkthrough 2.mp4 |
87.67MB |
012 Math Functions_en.vtt |
4.87KB |
012 Math Functions.mp4 |
25.88MB |
012 Note Update to next video (OneHotEncoder can handle NaNNone values).html |
1.52KB |
012 Optional GPU and Google Colab_en.vtt |
5.47KB |
012 Optional GPU and Google Colab.mp4 |
38.21MB |
012 Overfitting and Underfitting Definitions.html |
1.95KB |
012 Plotting from Pandas DataFrames 3_en.vtt |
10.21KB |
012 Plotting from Pandas DataFrames 3.mp4 |
73.40MB |
013 DEVELOPER FUNDAMENTALS I_en.vtt |
4.78KB |
013 DEVELOPER FUNDAMENTALS I.mp4 |
47.73MB |
013 Exercise Contribute To Open Source.html |
1.29KB |
013 Exercise Nut Butter Store Sales_en.vtt |
14.77KB |
013 Exercise Nut Butter Store Sales.mp4 |
87.18MB |
013 Experimentation_en.vtt |
4.45KB |
013 Experimentation.mp4 |
11.55MB |
013 Experimenting With Machine Learning Models_en.vtt |
8.60KB |
013 Experimenting With Machine Learning Models.mp4 |
53.99MB |
013 Getting Your Data Ready Handling Missing Values With Pandas_en.vtt |
15.38KB |
013 Getting Your Data Ready Handling Missing Values With Pandas.mp4 |
102.27MB |
013 heart-disease.csv |
11.06KB |
013 How To Download The Course Assignments_en.vtt |
9.76KB |
013 How To Download The Course Assignments.mp4 |
64.53MB |
013 Jupyter Notebook Walkthrough 3_en.vtt |
10.36KB |
013 Jupyter Notebook Walkthrough 3.mp4 |
69.55MB |
013 Kafka and Stream Processing_en.vtt |
4.60KB |
013 Kafka and Stream Processing.mp4 |
14.35MB |
013 Optional Reloading Colab Notebook_en.vtt |
7.63KB |
013 Optional Reloading Colab Notebook.mp4 |
89.27MB |
013 Plotting from Pandas DataFrames 4_en.vtt |
8.55KB |
013 Plotting from Pandas DataFrames 4.mp4 |
40.57MB |
013 range()_en.vtt |
5.46KB |
013 range().mp4 |
20.79MB |
013 Splitting Data_en.vtt |
12.31KB |
013 Splitting Data.mp4 |
80.07MB |
014 Challenge What's wrong with splitting data after filling it.html |
1.72KB |
014 Coding Challenges.html |
948B |
014 Comparison Operators_en.vtt |
4.41KB |
014 Comparison Operators.mp4 |
22.01MB |
014 enumerate()_en.vtt |
4.28KB |
014 enumerate().mp4 |
9.40MB |
014 Extension Feature Scaling.html |
2.93KB |
014 Loading Our Data Labels_en.vtt |
13.93KB |
014 Loading Our Data Labels.mp4 |
112.35MB |
014 Operator Precedence_en.vtt |
2.98KB |
014 Operator Precedence.mp4 |
5.78MB |
014 Plotting from Pandas DataFrames 5_en.vtt |
10.46KB |
014 Plotting from Pandas DataFrames 5.mp4 |
54.46MB |
014 Tools We Will Use_en.vtt |
5.34KB |
014 Tools We Will Use.mp4 |
12.91MB |
014 TuningImproving Our Model_en.vtt |
16.20KB |
014 TuningImproving Our Model.mp4 |
102.77MB |
015 Custom Evaluation Function_en.vtt |
14.40KB |
015 Custom Evaluation Function.mp4 |
100.73MB |
015 Exercise Operator Precedence.html |
683B |
015 Note Correction in the upcoming video (splitting data).html |
2.16KB |
015 Optional Elements of AI.html |
975B |
015 Plotting from Pandas DataFrames 6_en.vtt |
10.08KB |
015 Plotting from Pandas DataFrames 6.mp4 |
67.43MB |
015 Preparing The Images_en.vtt |
12.86KB |
015 Preparing The Images.mp4 |
132.02MB |
015 Sorting Arrays_en.vtt |
7.64KB |
015 Sorting Arrays.mp4 |
24.26MB |
015 Tuning Hyperparameters_en.vtt |
14.16KB |
015 Tuning Hyperparameters.mp4 |
106.21MB |
015 While Loops_en.vtt |
6.66KB |
015 While Loops.mp4 |
13.94MB |
016 Getting Your Data Ready Handling Missing Values With Scikit-learn_en.vtt |
21.25KB |
016 Getting Your Data Ready Handling Missing Values With Scikit-learn.mp4 |
131.31MB |
016 numpy-images.zip |
7.27MB |
016 Optional bin() and complex_en.vtt |
4.41KB |
016 Optional bin() and complex.mp4 |
14.45MB |
016 Plotting from Pandas DataFrames 7_en.vtt |
13.56KB |
016 Plotting from Pandas DataFrames 7.mp4 |
119.01MB |
016 Reducing Data_en.vtt |
13.15KB |
016 Reducing Data.mp4 |
91.43MB |
016 Tuning Hyperparameters 2_en.vtt |
13.83KB |
016 Tuning Hyperparameters 2.mp4 |
101.81MB |
016 Turn Images Into NumPy Arrays_en.vtt |
9.11KB |
016 Turn Images Into NumPy Arrays.mp4 |
71.28MB |
016 Turning Data Labels Into Numbers_en.vtt |
12.19KB |
016 Turning Data Labels Into Numbers.mp4 |
70.52MB |
016 While Loops 2_en.vtt |
5.98KB |
016 While Loops 2.mp4 |
11.48MB |
017 break, continue, pass_en.vtt |
4.67KB |
017 break, continue, pass.mp4 |
9.26MB |
017 Creating Our Own Validation Set_en.vtt |
10.19KB |
017 Creating Our Own Validation Set.mp4 |
55.57MB |
017 Customizing Your Plots_en.vtt |
12.32KB |
017 Customizing Your Plots.mp4 |
90.94MB |
017 Exercise Imposter Syndrome_en.vtt |
3.89KB |
017 Exercise Imposter Syndrome.mp4 |
26.52MB |
017 NEW Choosing The Right Model For Your Data_en.vtt |
25.57KB |
017 NEW Choosing The Right Model For Your Data.mp4 |
234.14MB |
017 RandomizedSearchCV_en.vtt |
11.62KB |
017 RandomizedSearchCV.mp4 |
72.06MB |
017 Tuning Hyperparameters 3_en.vtt |
8.93KB |
017 Tuning Hyperparameters 3.mp4 |
61.52MB |
017 Variables_en.vtt |
14.35KB |
017 Variables.mp4 |
56.87MB |
018 Assignment NumPy Practice.html |
2.17KB |
018 Customizing Your Plots 2_en.vtt |
11.35KB |
018 Customizing Your Plots 2.mp4 |
123.59MB |
018 Expressions vs Statements_en.vtt |
1.63KB |
018 Expressions vs Statements.mp4 |
3.16MB |
018 Improving Hyperparameters_en.vtt |
10.23KB |
018 Improving Hyperparameters.mp4 |
78.03MB |
018 NEW Choosing The Right Model For Your Data 2 (Regression)_en.vtt |
14.50KB |
018 NEW Choosing The Right Model For Your Data 2 (Regression).mp4 |
128.55MB |
018 Our First GUI_en.vtt |
9.29KB |
018 Our First GUI.mp4 |
46.04MB |
018 Preprocess Images_en.vtt |
11.81KB |
018 Preprocess Images.mp4 |
88.01MB |
018 Quick Note Confusion Matrix Labels.html |
1.11KB |
019 Augmented Assignment Operator_en.vtt |
2.79KB |
019 Augmented Assignment Operator.mp4 |
13.35MB |
019 DEVELOPER FUNDAMENTALS IV_en.vtt |
7.15KB |
019 DEVELOPER FUNDAMENTALS IV.mp4 |
24.69MB |
019 Evaluating Our Model_en.vtt |
13.71KB |
019 Evaluating Our Model.mp4 |
68.07MB |
019 Optional Extra NumPy resources.html |
1.02KB |
019 Preproccessing Our Data_en.vtt |
15.56KB |
019 Preproccessing Our Data.mp4 |
138.17MB |
019 Preprocess Images 2_en.vtt |
11.90KB |
019 Preprocess Images 2.mp4 |
103.44MB |
019 Quick Note Decision Trees.html |
221B |
019 Saving And Sharing Your Plots_en.vtt |
5.42KB |
019 Saving And Sharing Your Plots.mp4 |
49.68MB |
020 Assignment Matplotlib Practice.html |
2.05KB |
020 Evaluating Our Model 2_en.vtt |
6.98KB |
020 Evaluating Our Model 2.mp4 |
34.64MB |
020 Exercise Find Duplicates_en.vtt |
3.84KB |
020 Exercise Find Duplicates.mp4 |
10.29MB |
020 Making Predictions_en.vtt |
9.75KB |
020 Making Predictions.mp4 |
28.67MB |
020 Quick Tip How ML Algorithms Work_en.vtt |
1.64KB |
020 Quick Tip How ML Algorithms Work.mp4 |
6.36MB |
020 Strings_en.vtt |
5.65KB |
020 Strings.mp4 |
11.19MB |
020 Turning Data Into Batches_en.vtt |
10.66KB |
020 Turning Data Into Batches.mp4 |
74.64MB |
021 Choosing The Right Model For Your Data 3 (Classification)_en.vtt |
15.80KB |
021 Choosing The Right Model For Your Data 3 (Classification).mp4 |
115.90MB |
021 Evaluating Our Model 3_en.vtt |
10.37KB |
021 Evaluating Our Model 3.mp4 |
62.15MB |
021 Feature Importance_en.vtt |
15.73KB |
021 Feature Importance.mp4 |
140.53MB |
021 Functions_en.vtt |
8.13KB |
021 Functions.mp4 |
21.27MB |
021 String Concatenation_en.vtt |
1.17KB |
021 String Concatenation.mp4 |
2.50MB |
021 Turning Data Into Batches 2_en.vtt |
18.75KB |
021 Turning Data Into Batches 2.mp4 |
126.96MB |
022 Finding The Most Important Features_en.vtt |
20.15KB |
022 Finding The Most Important Features.mp4 |
123.66MB |
022 Fitting A Model To The Data_en.vtt |
8.71KB |
022 Fitting A Model To The Data.mp4 |
38.40MB |
022 Parameters and Arguments_en.vtt |
4.36KB |
022 Parameters and Arguments.mp4 |
11.29MB |
022 Type Conversion_en.vtt |
2.95KB |
022 Type Conversion.mp4 |
14.60MB |
022 Visualizing Our Data_en.vtt |
13.18KB |
022 Visualizing Our Data.mp4 |
120.07MB |
023 Default Parameters and Keyword Arguments_en.vtt |
5.45KB |
023 Default Parameters and Keyword Arguments.mp4 |
18.12MB |
023 Escape Sequences_en.vtt |
4.49KB |
023 Escape Sequences.mp4 |
8.68MB |
023 Making Predictions With Our Model_en.vtt |
11.01KB |
023 Making Predictions With Our Model.mp4 |
64.20MB |
023 Preparing Our Inputs and Outputs_en.vtt |
7.00KB |
023 Preparing Our Inputs and Outputs.mp4 |
47.95MB |
023 Reviewing The Project_en.vtt |
12.79KB |
023 Reviewing The Project.mp4 |
84.81MB |
024 Formatted Strings_en.vtt |
8.26KB |
024 Formatted Strings.mp4 |
21.81MB |
024 Optional How machines learn and what's going on behind the scenes.html |
2.72KB |
024 predict() vs predict_proba()_en.vtt |
10.46KB |
024 predict() vs predict_proba().mp4 |
39.10MB |
024 return_en.vtt |
13.63KB |
024 return.mp4 |
36.79MB |
025 Building A Deep Learning Model_en.vtt |
14.85KB |
025 Building A Deep Learning Model.mp4 |
102.61MB |
025 Exercise Tesla.html |
402B |
025 NEW Making Predictions With Our Model (Regression)_en.vtt |
10.92KB |
025 NEW Making Predictions With Our Model (Regression).mp4 |
79.24MB |
025 String Indexes_en.vtt |
8.53KB |
025 String Indexes.mp4 |
17.42MB |
026 Building A Deep Learning Model 2_en.vtt |
11.18KB |
026 Building A Deep Learning Model 2.mp4 |
88.56MB |
026 Immutability_en.vtt |
3.16KB |
026 Immutability.mp4 |
6.65MB |
026 Methods vs Functions_en.vtt |
4.97KB |
026 Methods vs Functions.mp4 |
22.10MB |
026 NEW Evaluating A Machine Learning Model (Score) Part 1_en.vtt |
12.47KB |
026 NEW Evaluating A Machine Learning Model (Score) Part 1.mp4 |
83.49MB |
027 Building A Deep Learning Model 3_en.vtt |
10.75KB |
027 Building A Deep Learning Model 3.mp4 |
105.33MB |
027 Built-In Functions + Methods_en.vtt |
9.60KB |
027 Built-In Functions + Methods.mp4 |
44.07MB |
027 Docstrings_en.vtt |
3.96KB |
027 Docstrings.mp4 |
10.25MB |
027 NEW Evaluating A Machine Learning Model (Score) Part 2_en.vtt |
8.71KB |
027 NEW Evaluating A Machine Learning Model (Score) Part 2.mp4 |
52.96MB |
028 Booleans_en.vtt |
3.55KB |
028 Booleans.mp4 |
7.45MB |
028 Building A Deep Learning Model 4_en.vtt |
11.14KB |
028 Building A Deep Learning Model 4.mp4 |
86.42MB |
028 Clean Code_en.vtt |
4.70KB |
028 Clean Code.mp4 |
17.58MB |
028 Evaluating A Machine Learning Model 2 (Cross Validation)_en.vtt |
15.85KB |
028 Evaluating A Machine Learning Model 2 (Cross Validation).mp4 |
46.72MB |
029 args and kwargs_en.vtt |
7.28KB |
029 args and kwargs.mp4 |
17.54MB |
029 Evaluating A Classification Model 1 (Accuracy)_en.vtt |
5.33KB |
029 Evaluating A Classification Model 1 (Accuracy).mp4 |
29.85MB |
029 Exercise Type Conversion_en.vtt |
7.88KB |
029 Exercise Type Conversion.mp4 |
21.75MB |
029 Summarizing Our Model_en.vtt |
5.36KB |
029 Summarizing Our Model.mp4 |
44.43MB |
030 DEVELOPER FUNDAMENTALS II_en.vtt |
4.85KB |
030 DEVELOPER FUNDAMENTALS II.mp4 |
18.67MB |
030 Evaluating A Classification Model 2 (ROC Curve)_en.vtt |
10.94KB |
030 Evaluating A Classification Model 2 (ROC Curve).mp4 |
63.09MB |
030 Evaluating Our Model_en.vtt |
9.83KB |
030 Evaluating Our Model.mp4 |
67.09MB |
030 Exercise Functions_en.vtt |
4.30KB |
030 Exercise Functions.mp4 |
10.66MB |
031 Evaluating A Classification Model 3 (ROC Curve)_en.vtt |
9.02KB |
031 Evaluating A Classification Model 3 (ROC Curve).mp4 |
47.70MB |
031 Exercise Password Checker_en.vtt |
6.93KB |
031 Exercise Password Checker.mp4 |
24.55MB |
031 Preventing Overfitting_en.vtt |
4.88KB |
031 Preventing Overfitting.mp4 |
35.26MB |
031 Scope_en.vtt |
3.50KB |
031 Scope.mp4 |
8.10MB |
032 Lists_en.vtt |
5.19KB |
032 Lists.mp4 |
8.90MB |
032 Reading Extension ROC Curve + AUC.html |
1.48KB |
032 Scope Rules_en.vtt |
7.02KB |
032 Scope Rules.mp4 |
18.90MB |
032 Training Your Deep Neural Network_en.vtt |
21.50KB |
032 Training Your Deep Neural Network.mp4 |
163.18MB |
033 Evaluating A Classification Model 4 (Confusion Matrix)_en.vtt |
13.63KB |
033 Evaluating A Classification Model 4 (Confusion Matrix).mp4 |
25.73MB |
033 Evaluating Performance With TensorBoard_en.vtt |
8.80KB |
033 Evaluating Performance With TensorBoard.mp4 |
73.28MB |
033 global Keyword_en.vtt |
6.24KB |
033 global Keyword.mp4 |
21.37MB |
033 List Slicing_en.vtt |
7.51KB |
033 List Slicing.mp4 |
17.54MB |
034 Make And Transform Predictions_en.vtt |
17.46KB |
034 Make And Transform Predictions.mp4 |
153.65MB |
034 Matrix_en.vtt |
4.14KB |
034 Matrix.mp4 |
8.72MB |
034 NEW Evaluating A Classification Model 5 (Confusion Matrix)_en.vtt |
18.18KB |
034 NEW Evaluating A Classification Model 5 (Confusion Matrix).mp4 |
106.56MB |
034 nonlocal Keyword_en.vtt |
3.63KB |
034 nonlocal Keyword.mp4 |
9.34MB |
035 Evaluating A Classification Model 6 (Classification Report)_en.vtt |
12.99KB |
035 Evaluating A Classification Model 6 (Classification Report).mp4 |
84.93MB |
035 List Methods_en.vtt |
10.18KB |
035 List Methods.mp4 |
40.19MB |
035 Transform Predictions To Text_en.vtt |
16.42KB |
035 Transform Predictions To Text.mp4 |
126.30MB |
035 Why Do We Need Scope_en.vtt |
4.28KB |
035 Why Do We Need Scope.mp4 |
8.64MB |
036 List Methods 2_en.vtt |
4.41KB |
036 List Methods 2.mp4 |
17.63MB |
036 NEW Evaluating A Regression Model 1 (R2 Score)_en.vtt |
12.89KB |
036 NEW Evaluating A Regression Model 1 (R2 Score).mp4 |
99.55MB |
036 Pure Functions_en.vtt |
9.40KB |
036 Pure Functions.mp4 |
30.02MB |
036 Visualizing Model Predictions_en.vtt |
15.44KB |
036 Visualizing Model Predictions.mp4 |
115.62MB |
037 List Methods 3_en.vtt |
4.72KB |
037 List Methods 3.mp4 |
18.30MB |
037 map()_en.vtt |
6.05KB |
037 map().mp4 |
33.46MB |
037 NEW Evaluating A Regression Model 2 (MAE)_en.vtt |
8.84KB |
037 NEW Evaluating A Regression Model 2 (MAE).mp4 |
42.90MB |
037 Visualizing And Evaluate Model Predictions 2_en.vtt |
15.59KB |
037 Visualizing And Evaluate Model Predictions 2.mp4 |
63.49MB |
038 Common List Patterns_en.vtt |
5.59KB |
038 Common List Patterns.mp4 |
16.82MB |
038 filter()_en.vtt |
4.69KB |
038 filter().mp4 |
9.92MB |
038 NEW Evaluating A Regression Model 3 (MSE)_en.vtt |
11.67KB |
038 NEW Evaluating A Regression Model 3 (MSE).mp4 |
75.54MB |
038 Visualizing And Evaluate Model Predictions 3_en.vtt |
12.28KB |
038 Visualizing And Evaluate Model Predictions 3.mp4 |
112.65MB |
039 List Unpacking_en.vtt |
2.69KB |
039 List Unpacking.mp4 |
6.20MB |
039 Machine Learning Model Evaluation.html |
7.12KB |
039 Saving And Loading A Trained Model_en.vtt |
14.89KB |
039 Saving And Loading A Trained Model.mp4 |
54.07MB |
039 zip()_en.vtt |
2.95KB |
039 zip().mp4 |
10.18MB |
040 NEW Evaluating A Model With Cross Validation and Scoring Parameter_en.vtt |
31.31KB |
040 NEW Evaluating A Model With Cross Validation and Scoring Parameter.mp4 |
224.79MB |
040 None_en.vtt |
1.99KB |
040 None.mp4 |
3.08MB |
040 reduce()_en.vtt |
7.95KB |
040 reduce().mp4 |
27.69MB |
040 Training Model On Full Dataset_en.vtt |
17.29KB |
040 Training Model On Full Dataset.mp4 |
137.65MB |
041 Dictionaries_en.vtt |
6.85KB |
041 Dictionaries.mp4 |
12.48MB |
041 List Comprehensions_en.vtt |
8.50KB |
041 List Comprehensions.mp4 |
24.29MB |
041 Making Predictions On Test Images_en.vtt |
18.36KB |
041 Making Predictions On Test Images.mp4 |
119.93MB |
041 NEW Evaluating A Model With Scikit-learn Functions_en.vtt |
17.23KB |
041 NEW Evaluating A Model With Scikit-learn Functions.mp4 |
130.44MB |
042 DEVELOPER FUNDAMENTALS III_en.vtt |
3.05KB |
042 DEVELOPER FUNDAMENTALS III.mp4 |
8.66MB |
042 Improving A Machine Learning Model_en.vtt |
13.34KB |
042 Improving A Machine Learning Model.mp4 |
87.27MB |
042 Set Comprehensions_en.vtt |
5.96KB |
042 Set Comprehensions.mp4 |
17.08MB |
042 Submitting Model to Kaggle_en.vtt |
14.81KB |
042 Submitting Model to Kaggle.mp4 |
102.00MB |
043 Dictionary Keys_en.vtt |
3.48KB |
043 Dictionary Keys.mp4 |
7.88MB |
043 Exercise Comprehensions_en.vtt |
4.50KB |
043 Exercise Comprehensions.mp4 |
9.64MB |
043 Making Predictions On Our Images_en.vtt |
17.24KB |
043 Making Predictions On Our Images.mp4 |
119.39MB |
043 Tuning Hyperparameters_en.vtt |
27.95KB |
043 Tuning Hyperparameters.mp4 |
168.05MB |
044 Dictionary Methods_en.vtt |
4.92KB |
044 Dictionary Methods.mp4 |
10.07MB |
044 Finishing Dog Vision Where to next.html |
3.86KB |
044 Python Exam Testing Your Understanding.html |
1.12KB |
044 Tuning Hyperparameters 2_en.vtt |
15.56KB |
044 Tuning Hyperparameters 2.mp4 |
112.39MB |
045 Dictionary Methods 2_en.vtt |
6.60KB |
045 Dictionary Methods 2.mp4 |
28.18MB |
045 Modules in Python_en.vtt |
11.55KB |
045 Modules in Python.mp4 |
78.21MB |
045 Tuning Hyperparameters 3_en.vtt |
17.63KB |
045 Tuning Hyperparameters 3.mp4 |
118.20MB |
046 Note Metric Comparison Improvement.html |
2.18KB |
046 Quick Note Upcoming Videos.html |
448B |
046 Tuples_en.vtt |
5.19KB |
046 Tuples.mp4 |
9.99MB |
047 Optional PyCharm_en.vtt |
9.21KB |
047 Optional PyCharm.mp4 |
25.34MB |
047 Quick Tip Correlation Analysis_en.vtt |
2.67KB |
047 Quick Tip Correlation Analysis.mp4 |
16.41MB |
047 Tuples 2_en.vtt |
3.00KB |
047 Tuples 2.mp4 |
7.45MB |
048 Packages in Python_en.vtt |
11.23KB |
048 Packages in Python.mp4 |
61.85MB |
048 Saving And Loading A Model_en.vtt |
8.90KB |
048 Saving And Loading A Model.mp4 |
44.06MB |
048 Sets_en.vtt |
7.75KB |
048 Sets.mp4 |
24.25MB |
049 Different Ways To Import_en.vtt |
7.10KB |
049 Different Ways To Import.mp4 |
23.94MB |
049 Saving And Loading A Model 2_en.vtt |
8.11KB |
049 Saving And Loading A Model 2.mp4 |
47.61MB |
049 Sets 2_en.vtt |
8.59KB |
049 Sets 2.mp4 |
52.47MB |
050 Next Steps.html |
959B |
050 Putting It All Together_en.vtt |
25.00KB |
050 Putting It All Together.mp4 |
143.19MB |
051 Bonus Resource Python Cheatsheet.html |
489B |
051 Putting It All Together 2_en.vtt |
14.44KB |
051 Putting It All Together 2.mp4 |
114.25MB |
052 Scikit-Learn Practice.html |
2.07KB |