Complete Machine Learning and Data Science Zero to Mastery | E7BDE0082FF0B886C2D0616499FDADCD8FB776B6

Complete Machine Learning and Data Science Zero to Mastery

Name	Complete Machine Learning and Data Science Zero to Mastery	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	20.6 GB
Total Files	716
Last Seen	2025-06-21 23:39
Hash	E7BDE0082FF0B886C2D0616499FDADCD8FB776B6

/.../05 Data Science Environment Setup/
038 Windows Environment Setup 2.mp4	238.7 MB
031 Section Overview.en.srt	2.2 KB
031 Section Overview.mp4	6.3 MB
032 Introducing Our Tools.en.srt	4.4 KB
032 Introducing Our Tools.mp4	20.2 MB
033 conda-cheatsheet.pdf	206.1 KB
033 What is Conda.en.srt	3.5 KB
033 What is Conda.mp4	13.1 MB
034 Conda Environments.en.srt	6.3 KB
034 Conda Environments.mp4	32.0 MB
035 Mac Environment Setup.en.srt	24.5 KB
035 Mac Environment Setup.mp4	151.4 MB
036 Mac Environment Setup 2.en.srt	21.2 KB
036 Mac Environment Setup 2.mp4	131.6 MB
037 Windows Environment Setup.en.srt	7.8 KB
037 Windows Environment Setup.mp4	50.2 MB
038 Windows Environment Setup 2.en.srt	32.4 KB
039 Linux Environment Setup.html	1.9 KB
040 Sharing your Conda Environment.html	3.3 KB
041 6-step-ml-framework.png	332.0 KB
041 heart-disease.csv	11.3 KB
041 Jupyter Notebook Walkthrough.en.srt	15.5 KB
041 Jupyter Notebook Walkthrough.mp4	70.6 MB
042 Jupyter Notebook Walkthrough 2.en.srt	23.0 KB
042 Jupyter Notebook Walkthrough 2.mp4	108.9 MB
043 Jupyter Notebook Walkthrough 3.en.srt	11.8 KB
043 Jupyter Notebook Walkthrough 3.mp4	74.9 MB
external-assets-links.txt	0.9 KB
/
Visit Coursedrive.org.url	0.1 KB
ReadMe.txt	0.2 KB
/Complete Machine Learning and Data Science Zero to Mastery/
ReadMe.txt	0.2 KB
Visit Coursedrive.org.url	0.1 KB
/01 Introduction/
001 Course Outline.en.srt	9.1 KB
001 Course Outline.mp4	81.0 MB
002 Join Our Online Classroom.html	3.2 KB
003 Exercise Meet The Community.html	3.4 KB
004 Your First Day.en.srt	5.4 KB
004 Your First Day.mp4	29.3 MB
ReadMe.txt	0.2 KB
Visit Coursedrive.org.url	0.1 KB
/.../02 Machine Learning 101/
005 What Is Machine Learning.en.srt	8.9 KB
005 What Is Machine Learning.mp4	29.7 MB
006 AIMachine LearningData Science.en.srt	6.5 KB
006 AIMachine LearningData Science.mp4	20.6 MB
007 Exercise Machine Learning Playground.en.srt	8.3 KB
007 Exercise Machine Learning Playground.mp4	44.7 MB
008 How Did We Get Here.en.srt	7.2 KB
008 How Did We Get Here.mp4	32.0 MB
009 Exercise YouTube Recommendation Engine.en.srt	5.8 KB
009 Exercise YouTube Recommendation Engine.mp4	20.4 MB
010 Types of Machine Learning.en.srt	5.4 KB
010 Types of Machine Learning.mp4	23.9 MB
011 Are You Getting It Yet.html	1.0 KB
012 What Is Machine Learning Round 2.en.srt	6.2 KB
012 What Is Machine Learning Round 2.mp4	26.7 MB
013 Section Review.en.srt	2.4 KB
013 Section Review.mp4	5.8 MB
external-assets-links.txt	0.1 KB
/.../03 Machine Learning and Data Science Framework/
014 Section Overview.en.srt	4.8 KB
014 Section Overview.mp4	14.0 MB
015 Introducing Our Framework.en.srt	3.8 KB
015 Introducing Our Framework.mp4	11.9 MB
016 6 Step Machine Learning Framework.en.srt	6.8 KB
016 6 Step Machine Learning Framework.mp4	24.6 MB
017 Types of Machine Learning Problems.en.srt	14.3 KB
017 Types of Machine Learning Problems.mp4	63.4 MB
018 Types of Data.en.srt	6.7 KB
018 Types of Data.mp4	30.7 MB
019 Types of Evaluation.en.srt	4.4 KB
019 Types of Evaluation.mp4	18.6 MB
020 Features In Data.en.srt	6.9 KB
020 Features In Data.mp4	38.6 MB
021 Modelling - Splitting Data.en.srt	7.9 KB
021 Modelling - Splitting Data.mp4	28.8 MB
022 Modelling - Picking the Model.en.srt	6.4 KB
022 Modelling - Picking the Model.mp4	24.4 MB
023 Modelling - Tuning.en.srt	5.0 KB
023 Modelling - Tuning.mp4	16.8 MB
024 Modelling - Comparison.en.srt	13.4 KB
024 Modelling - Comparison.mp4	47.1 MB
025 Overfitting and Underfitting Definitions.html	2.7 KB
026 Experimentation.en.srt	5.1 KB
026 Experimentation.mp4	22.4 MB
027 Tools We Will Use.en.srt	6.1 KB
027 Tools We Will Use.mp4	28.7 MB
028 Optional Elements of AI.html	1.8 KB
external-assets-links.txt	0.2 KB
/.../04 The 2 Paths/
029 The 2 Paths.en.srt	4.8 KB
029 The 2 Paths.mp4	10.2 MB
030 Python Machine Learning Monthly.html	1.6 KB
/.../06 Pandas Data Analysis/
044 Section Overview.en.srt	3.8 KB
044 Section Overview.mp4	11.4 MB
045 Downloading Workbooks and Assignments.html	1.8 KB
046 Pandas Introduction.mp4	28.8 MB
047 pandas-anatomy-of-a-dataframe.png	341.2 KB
047 Series Data Frames and CSVs.en.srt	17.2 KB
047 Series Data Frames and CSVs.mp4	100.0 MB
048 Data from URLs.html	2.0 KB
049 Describing Data with Pandas.en.srt	13.9 KB
049 Describing Data with Pandas.mp4	79.2 MB
050 car-sales.csv	0.4 KB
050 Selecting and Viewing Data with Pandas.en.srt	14.9 KB
050 Selecting and Viewing Data with Pandas.mp4	75.9 MB
051 Selecting and Viewing Data with Pandas Part 2.en.srt	18.4 KB
051 Selecting and Viewing Data with Pandas Part 2.mp4	111.7 MB
052 car-sales-missing-data.csv	0.3 KB
052 Manipulating Data.en.srt	18.5 KB
052 Manipulating Data.mp4	110.1 MB
053 Manipulating Data 2.en.srt	14.2 KB
053 Manipulating Data 2.mp4	90.7 MB
053 pandas-anatomy-of-a-dataframe.png	341.2 KB
054 Manipulating Data 3.en.srt	14.0 KB
054 Manipulating Data 3.mp4	95.4 MB
055 Assignment Pandas Practice.html	3.0 KB
056 How To Download The Course Assignments.en.srt	11.3 KB
056 How To Download The Course Assignments.mp4	70.0 MB
external-assets-links.txt	1.2 KB
/07 NumPy/
057 Section Overview.en.srt	3.2 KB
057 Section Overview.mp4	14.0 MB
058 NumPy Introduction.en.srt	7.7 KB
058 NumPy Introduction.mp4	28.1 MB
059 Quick Note Correction In Next Video.html	2.2 KB
060 NumPy DataTypes and Attributes.en.srt	19.7 KB
060 NumPy DataTypes and Attributes.mp4	82.8 MB
061 Creating NumPy Arrays.en.srt	12.7 KB
061 Creating NumPy Arrays.mp4	70.0 MB
062 NumPy Random Seed.en.srt	10.0 KB
062 NumPy Random Seed.mp4	54.4 MB
063 Viewing Arrays and Matrices.en.srt	13.2 KB
063 Viewing Arrays and Matrices.mp4	74.1 MB
064 Manipulating Arrays.en.srt	16.6 KB
064 Manipulating Arrays.mp4	84.6 MB
065 Manipulating Arrays 2.en.srt	11.8 KB
065 Manipulating Arrays 2.mp4	71.2 MB
066 Standard Deviation and Variance.en.srt	9.6 KB
066 Standard Deviation and Variance.mp4	53.6 MB
067 Reshape and Transpose.en.srt	9.8 KB
067 Reshape and Transpose.mp4	56.1 MB
068 Dot Product vs Element Wise.en.srt	15.7 KB
068 Dot Product vs Element Wise.mp4	88.0 MB
069 Exercise Nut Butter Store Sales.en.srt	17.4 KB
069 Exercise Nut Butter Store Sales.mp4	95.8 MB
070 Comparison Operators.en.srt	5.4 KB
070 Comparison Operators.mp4	27.6 MB
071 Sorting Arrays.en.srt	9.0 KB
071 Sorting Arrays.mp4	34.4 MB
072 numpy-images.zip	7.6 MB
072 Turn Images Into NumPy Arrays.en.srt	10.7 KB
072 Turn Images Into NumPy Arrays.mp4	90.1 MB
073 Assignment NumPy Practice.html	3.1 KB
074 Optional Extra NumPy resources.html	1.9 KB
external-assets-links.txt	1.2 KB
/.../08 Matplotlib Plotting and Data Visualization/
075 Section Overview.en.srt	2.8 KB
075 Section Overview.mp4	9.0 MB
076 Matplotlib Introduction.en.srt	8.2 KB
076 Matplotlib Introduction.mp4	33.0 MB
077 Importing And Using Matplotlib.en.srt	16.4 KB
077 Importing And Using Matplotlib.mp4	90.6 MB
078 Anatomy Of A Matplotlib Figure.en.srt	14.5 KB
078 Anatomy Of A Matplotlib Figure.mp4	86.1 MB
078 matplotlib-anatomy-of-a-plot-with-code.png	670.5 KB
078 matplotlib-anatomy-of-a-plot.png	378.3 KB
079 Scatter Plot And Bar Plot.en.srt	15.0 KB
079 Scatter Plot And Bar Plot.mp4	70.3 MB
080 Histograms And Subplots.en.srt	12.7 KB
080 Histograms And Subplots.mp4	73.1 MB
081 Subplots Option 2.en.srt	6.6 KB
081 Subplots Option 2.mp4	39.9 MB
082 Quick Tip Data Visualizations.en.srt	2.4 KB
082 Quick Tip Data Visualizations.mp4	12.8 MB
083 Plotting From Pandas DataFrames.en.srt	9.2 KB
083 Plotting From Pandas DataFrames.mp4	63.3 MB
084 Quick Note Regular Expressions.html	1.5 KB
085 Plotting From Pandas DataFrames 2.en.srt	14.0 KB
085 Plotting From Pandas DataFrames 2.mp4	103.6 MB
086 Plotting from Pandas DataFrames 3.en.srt	11.7 KB
086 Plotting from Pandas DataFrames 3.mp4	78.3 MB
087 heart-disease.csv	11.3 KB
087 Plotting from Pandas DataFrames 4.en.srt	9.6 KB
087 Plotting from Pandas DataFrames 4.mp4	51.4 MB
088 Plotting from Pandas DataFrames 5.en.srt	11.9 KB
088 Plotting from Pandas DataFrames 5.mp4	59.7 MB
089 Plotting from Pandas DataFrames 6.en.srt	11.3 KB
089 Plotting from Pandas DataFrames 6.mp4	86.0 MB
090 Plotting from Pandas DataFrames 7.en.srt	15.3 KB
090 Plotting from Pandas DataFrames 7.mp4	125.6 MB
091 Customizing Your Plots.en.srt	14.3 KB
091 Customizing Your Plots.mp4	96.7 MB
092 Customizing Your Plots 2.en.srt	13.6 KB
092 Customizing Your Plots 2.mp4	129.6 MB
093 Saving And Sharing Your Plots.en.srt	6.0 KB
093 Saving And Sharing Your Plots.mp4	51.9 MB
094 Assignment Matplotlib Practice.html	3.0 KB
external-assets-links.txt	0.5 KB
/.../09 Scikit-learn Creating Machine Learning Models/
095 Section Overview.en.srt	4.2 KB
095 Section Overview.mp4	13.1 MB
096 Scikit-learn Introduction.en.srt	10.9 KB
096 Scikit-learn Introduction.mp4	42.6 MB
097 Quick Note Upcoming Video.html	1.3 KB
098 Refresher What Is Machine Learning.en.srt	6.5 KB
098 Refresher What Is Machine Learning.mp4	92.6 MB
099 Quick Note Upcoming Videos.html	1.9 KB
100 Scikit-learn Cheatsheet.en.srt	10.3 KB
100 Scikit-learn Cheatsheet.mp4	78.8 MB
101 Typical scikit-learn Workflow.en.srt	32.5 KB
101 Typical scikit-learn Workflow.mp4	199.4 MB
102 Optional Debugging Warnings In Jupyter.en.srt	26.1 KB
102 Optional Debugging Warnings In Jupyter.mp4	184.7 MB
103 Getting Your Data Ready Splitting Your Data.en.srt	12.4 KB
103 Getting Your Data Ready Splitting Your Data.mp4	66.8 MB
103 scikit-learn-data.zip	21.3 KB
104 Quick Tip Clean Transform Reduce.en.srt	6.6 KB
104 Quick Tip Clean Transform Reduce.mp4	17.3 MB
105 Getting Your Data Ready Convert Data To Numbers.en.srt	23.3 KB
105 Getting Your Data Ready Convert Data To Numbers.mp4	141.6 MB
106 Getting Your Data Ready Handling Missing Values With Pandas.en.srt	17.4 KB
106 Getting Your Data Ready Handling Missing Values With Pandas.mp4	109.9 MB
107 Note Correction in the upcoming video (splitting data).html	3.1 KB
108 Getting Your Data Ready Handling Missing Values With Scikit-learn.en.srt	23.7 KB
108 Getting Your Data Ready Handling Missing Values With Scikit-learn.mp4	143.5 MB
109 Choosing The Right Model For Your Data.en.srt	21.9 KB
109 Choosing The Right Model For Your Data.mp4	150.2 MB
110 Choosing The Right Model For Your Data 2 (Regression).en.srt	12.3 KB
110 Choosing The Right Model For Your Data 2 (Regression).mp4	91.1 MB
111 Quick Note Decision Trees.html	1.1 KB
112 Quick Tip How ML Algorithms Work.en.srt	2.0 KB
112 Quick Tip How ML Algorithms Work.mp4	11.6 MB
113 Choosing The Right Model For Your Data 3 (Classification).en.srt	17.5 KB
113 Choosing The Right Model For Your Data 3 (Classification).mp4	124.6 MB
114 Fitting A Model To The Data.en.srt	9.6 KB
114 Fitting A Model To The Data.mp4	59.3 MB
115 Making Predictions With Our Model.en.srt	12.4 KB
115 Making Predictions With Our Model.mp4	69.7 MB
116 predict() vs predict_proba().en.srt	11.8 KB
116 predict() vs predict_proba().mp4	57.0 MB
117 Making Predictions With Our Model (Regression).en.srt	9.3 KB
117 Making Predictions With Our Model (Regression).mp4	47.1 MB
118 Evaluating A Machine Learning Model (Score).en.srt	13.2 KB
118 Evaluating A Machine Learning Model (Score).mp4	91.4 MB
119 Evaluating A Machine Learning Model 2 (Cross Validation).en.srt	17.7 KB
119 Evaluating A Machine Learning Model 2 (Cross Validation).mp4	100.6 MB
120 Evaluating A Classification Model 1 (Accuracy).en.srt	6.0 KB
120 Evaluating A Classification Model 1 (Accuracy).mp4	32.9 MB
121 Evaluating A Classification Model 2 (ROC Curve).en.srt	12.6 KB
121 Evaluating A Classification Model 2 (ROC Curve).mp4	69.2 MB
122 Evaluating A Classification Model 3 (ROC Curve).en.srt	10.3 KB
122 Evaluating A Classification Model 3 (ROC Curve).mp4	53.1 MB
123 Evaluating A Classification Model 4 (Confusion Matrix).en.srt	15.5 KB
123 Evaluating A Classification Model 4 (Confusion Matrix).mp4	81.5 MB
124 Evaluating A Classification Model 5 (Confusion Matrix).en.srt	11.5 KB
124 Evaluating A Classification Model 5 (Confusion Matrix).mp4	66.7 MB
125 Evaluating A Classification Model 6 (Classification Report).en.srt	14.9 KB
125 Evaluating A Classification Model 6 (Classification Report).mp4	91.5 MB
126 Evaluating A Regression Model 1 (R2 Score).en.srt	12.3 KB
126 Evaluating A Regression Model 1 (R2 Score).mp4	73.8 MB
127 Evaluating A Regression Model 2 (MAE).en.srt	5.8 KB
127 Evaluating A Regression Model 2 (MAE).mp4	29.9 MB
128 Evaluating A Regression Model 3 (MSE).en.srt	9.5 KB
128 Evaluating A Regression Model 3 (MSE).mp4	57.6 MB
129 Machine Learning Model Evaluation.html	8.2 KB
130 Evaluating A Model With Cross Validation and Scoring Parameter.en.srt	18.4 KB
130 Evaluating A Model With Cross Validation and Scoring Parameter.mp4	95.9 MB
131 Evaluating A Model With Scikit-learn Functions.en.srt	16.7 KB
131 Evaluating A Model With Scikit-learn Functions.mp4	99.4 MB
132 Improving A Machine Learning Model.en.srt	15.2 KB
132 Improving A Machine Learning Model.mp4	95.4 MB
133 Tuning Hyperparameters.en.srt	31.3 KB
133 Tuning Hyperparameters.mp4	184.1 MB
134 Tuning Hyperparameters 2.en.srt	17.4 KB
134 Tuning Hyperparameters 2.mp4	122.4 MB
135 Tuning Hyperparameters 3.en.srt	19.2 KB
135 Tuning Hyperparameters 3.mp4	127.7 MB
136 Quick Tip Correlation Analysis.en.srt	3.2 KB
136 Quick Tip Correlation Analysis.mp4	17.7 MB
137 Saving And Loading A Model.en.srt	10.1 KB
137 Saving And Loading A Model.mp4	55.2 MB
138 Saving And Loading A Model 2.en.srt	9.2 KB
138 Saving And Loading A Model 2.mp4	59.5 MB
139 Putting It All Together.en.srt	27.1 KB
139 Putting It All Together.mp4	166.0 MB
140 Putting It All Together 2.en.srt	16.5 KB
140 Putting It All Together 2.mp4	122.5 MB
141 Scikit-Learn Practice.html	3.0 KB
external-assets-links.txt	1.4 KB
/.../10 Supervised Learning Classification Regression/
142 Milestone Projects.html	1.6 KB
/.../11 Milestone Project 1 Supervised Learning (Classification)/
143 Section Overview.en.srt	3.2 KB
143 Section Overview.mp4	10.7 MB
144 Project Overview.en.srt	10.3 KB
144 Project Overview.mp4	36.1 MB
145 Project Environment Setup.en.srt	14.7 KB
145 Project Environment Setup.mp4	105.7 MB
146 Step 1~4 Framework Setup.en.srt	17.0 KB
146 Step 1~4 Framework Setup.mp4	110.6 MB
147 Getting Our Tools Ready.en.srt	13.1 KB
147 Getting Our Tools Ready.mp4	83.2 MB
148 Exploring Our Data.en.srt	11.7 KB
148 Exploring Our Data.mp4	70.1 MB
148 heart-disease.csv	11.3 KB
149 Finding Patterns.en.srt	13.7 KB
149 Finding Patterns.mp4	66.4 MB
150 Finding Patterns 2.en.srt	22.9 KB
150 Finding Patterns 2.mp4	104.8 MB
151 Finding Patterns 3.en.srt	19.3 KB
151 Finding Patterns 3.mp4	144.6 MB
152 Preparing Our Data For Machine Learning.en.srt	12.3 KB
152 Preparing Our Data For Machine Learning.mp4	76.1 MB
153 Choosing The Right Models.en.srt	13.3 KB
153 Choosing The Right Models.mp4	101.1 MB
154 Experimenting With Machine Learning Models.en.srt	9.9 KB
154 Experimenting With Machine Learning Models.mp4	58.0 MB
155 TuningImproving Our Model.en.srt	18.1 KB
155 TuningImproving Our Model.mp4	107.8 MB
156 Tuning Hyperparameters.en.srt	16.0 KB
156 Tuning Hyperparameters.mp4	113.2 MB
157 Tuning Hyperparameters 2.en.srt	15.5 KB
157 Tuning Hyperparameters 2.mp4	109.2 MB
158 Tuning Hyperparameters 3.en.srt	10.2 KB
158 Tuning Hyperparameters 3.mp4	66.1 MB
159 Evaluating Our Model.en.srt	15.5 KB
159 Evaluating Our Model.mp4	75.1 MB
160 Evaluating Our Model 2.en.srt	7.6 KB
160 Evaluating Our Model 2.mp4	43.6 MB
161 Evaluating Our Model 3.en.srt	11.8 KB
161 Evaluating Our Model 3.mp4	68.0 MB
162 Finding The Most Important Features.en.srt	22.9 KB
162 Finding The Most Important Features.mp4	133.7 MB
163 Reviewing The Project.en.srt	14.1 KB
163 Reviewing The Project.mp4	90.3 MB
external-assets-links.txt	1.0 KB
/.../12 Milestone Project 2 Supervised Learning (Time Series Data)/
164 Section Overview.en.srt	1.9 KB
164 Section Overview.mp4	9.4 MB
165 Project Overview.en.srt	6.8 KB
165 Project Overview.mp4	34.5 MB
166 Project Environment Setup.en.srt	16.3 KB
166 Project Environment Setup.mp4	106.2 MB
167 Step 1~4 Framework Setup.en.srt	12.7 KB
167 Step 1~4 Framework Setup.mp4	89.8 MB
168 Exploring Our Data.en.srt	20.5 KB
168 Exploring Our Data.mp4	144.5 MB
169 Exploring Our Data 2.en.srt	8.8 KB
169 Exploring Our Data 2.mp4	54.6 MB
170 Feature Engineering.en.srt	22.7 KB
170 Feature Engineering.mp4	166.9 MB
171 Turning Data Into Numbers.en.srt	22.9 KB
171 Turning Data Into Numbers.mp4	153.3 MB
172 Filling Missing Numerical Values.en.srt	17.3 KB
172 Filling Missing Numerical Values.mp4	111.5 MB
173 Filling Missing Categorical Values.en.srt	11.5 KB
173 Filling Missing Categorical Values.mp4	70.2 MB
174 Fitting A Machine Learning Model.en.srt	10.7 KB
174 Fitting A Machine Learning Model.mp4	58.2 MB
175 Splitting Data.en.srt	13.8 KB
175 Splitting Data.mp4	86.7 MB
176 Challenge Whats wrong with splitting data after filling it.html	2.4 KB
177 Custom Evaluation Function.en.srt	16.5 KB
177 Custom Evaluation Function.mp4	108.4 MB
178 Reducing Data.en.srt	15.0 KB
178 Reducing Data.mp4	98.0 MB
179 RandomizedSearchCV.en.srt	13.0 KB
179 RandomizedSearchCV.mp4	90.0 MB
180 Improving Hyperparameters.en.srt	11.3 KB
180 Improving Hyperparameters.mp4	83.1 MB
181 Preproccessing Our Data.en.srt	18.2 KB
181 Preproccessing Our Data.mp4	146.1 MB
182 Making Predictions.en.srt	11.6 KB
182 Making Predictions.mp4	83.1 MB
183 Feature Importance.en.srt	17.7 KB
183 Feature Importance.mp4	149.2 MB
external-assets-links.txt	1.3 KB
/.../13 Data Engineering/
184 Data Engineering Introduction.en.srt	4.4 KB
184 Data Engineering Introduction.mp4	14.2 MB
185 What Is Data.en.srt	7.8 KB
185 What Is Data.mp4	44.3 MB
186 What Is A Data Engineer.en.srt	5.0 KB
186 What Is A Data Engineer.mp4	15.9 MB
187 What Is A Data Engineer 2.en.srt	6.5 KB
187 What Is A Data Engineer 2.mp4	25.4 MB
188 What Is A Data Engineer 3.en.srt	5.5 KB
188 What Is A Data Engineer 3.mp4	25.5 MB
189 What Is A Data Engineer 4.en.srt	4.0 KB
189 What Is A Data Engineer 4.mp4	15.7 MB
190 Types Of Databases.en.srt	8.6 KB
190 Types Of Databases.mp4	34.1 MB
191 Quick Note Upcoming Video.html	1.3 KB
192 Optional OLTP Databases.en.srt	12.4 KB
192 Optional OLTP Databases.mp4	83.6 MB
193 Optional Learn SQL.html	1.3 KB
194 Hadoop HDFS and MapReduce.en.srt	4.8 KB
194 Hadoop HDFS and MapReduce.mp4	10.6 MB
195 Apache Spark and Apache Flink.en.srt	2.4 KB
195 Apache Spark and Apache Flink.mp4	6.0 MB
196 Kafka and Stream Processing.en.srt	5.2 KB
196 Kafka and Stream Processing.mp4	20.2 MB
external-assets-links.txt	0.2 KB
/.../14 Neural Networks Deep Learning Transfer Learning and TensorFlow 2/
197 Section Overview.en.srt	2.8 KB
197 Section Overview.mp4	12.8 MB
198 Deep Learning and Unstructured Data.en.srt	20.7 KB
198 Deep Learning and Unstructured Data.mp4	107.0 MB
199 Setting Up With Google.html	1.4 KB
200 Setting Up Google Colab.en.srt	9.9 KB
200 Setting Up Google Colab.mp4	77.8 MB
201 Google Colab Workspace.en.srt	6.5 KB
201 Google Colab Workspace.mp4	41.6 MB
202 Uploading Project Data.en.srt	8.8 KB
202 Uploading Project Data.mp4	54.5 MB
203 Setting Up Our Data.en.srt	6.5 KB
203 Setting Up Our Data.mp4	44.3 MB
204 Setting Up Our Data 2.en.srt	2.2 KB
204 Setting Up Our Data 2.mp4	21.9 MB
205 Importing TensorFlow 2.en.srt	17.2 KB
205 Importing TensorFlow 2.mp4	122.4 MB
206 Optional TensorFlow 2.0 Default Issue.en.srt	4.6 KB
206 Optional TensorFlow 2.0 Default Issue.mp4	29.5 MB
207 Using A GPU.en.srt	12.4 KB
207 Using A GPU.mp4	84.5 MB
208 Optional GPU and Google Colab.en.srt	6.1 KB
208 Optional GPU and Google Colab.mp4	48.1 MB
209 Optional Reloading Colab Notebook.en.srt	8.0 KB
209 Optional Reloading Colab Notebook.mp4	93.0 MB
210 Loading Our Data Labels.en.srt	16.5 KB
210 Loading Our Data Labels.mp4	120.4 MB
211 Preparing The Images.en.srt	15.5 KB
211 Preparing The Images.mp4	140.4 MB
212 Turning Data Labels Into Numbers.en.srt	14.1 KB
212 Turning Data Labels Into Numbers.mp4	112.7 MB
213 Creating Our Own Validation Set.en.srt	11.6 KB
213 Creating Our Own Validation Set.mp4	69.7 MB
214 Preprocess Images.en.srt	13.2 KB
214 Preprocess Images.mp4	94.5 MB
215 Preprocess Images 2.en.srt	13.2 KB
215 Preprocess Images 2.mp4	110.2 MB
216 Turning Data Into Batches.en.srt	11.9 KB
216 Turning Data Into Batches.mp4	92.0 MB
217 Turning Data Into Batches 2.en.srt	20.6 KB
217 Turning Data Into Batches 2.mp4	156.6 MB
218 Visualizing Our Data.en.srt	16.0 KB
218 Visualizing Our Data.mp4	127.9 MB
219 Preparing Our Inputs and Outputs.en.srt	8.0 KB
219 Preparing Our Inputs and Outputs.mp4	52.5 MB
220 Optional How machines learn and whats going on behind the scenes.html	3.7 KB
221 Building A Deep Learning Model.en.srt	16.3 KB
221 Building A Deep Learning Model.mp4	127.8 MB
222 Building A Deep Learning Model 2.en.srt	12.8 KB
222 Building A Deep Learning Model 2.mp4	111.0 MB
223 Building A Deep Learning Model 3.en.srt	11.5 KB
223 Building A Deep Learning Model 3.mp4	111.1 MB
224 Building A Deep Learning Model 4.en.srt	12.3 KB
224 Building A Deep Learning Model 4.mp4	90.5 MB
225 Summarizing Our Model.en.srt	6.1 KB
225 Summarizing Our Model.mp4	47.6 MB
226 Evaluating Our Model.en.srt	10.7 KB
226 Evaluating Our Model.mp4	83.1 MB
227 Preventing Overfitting.en.srt	5.7 KB
227 Preventing Overfitting.mp4	38.3 MB
228 Training Your Deep Neural Network.en.srt	23.6 KB
228 Training Your Deep Neural Network.mp4	174.7 MB
229 Evaluating Performance With TensorBoard.en.srt	9.8 KB
229 Evaluating Performance With TensorBoard.mp4	77.8 MB
230 Make And Transform Predictions.en.srt	19.6 KB
230 Make And Transform Predictions.mp4	162.5 MB
231 Transform Predictions To Text.en.srt	18.0 KB
231 Transform Predictions To Text.mp4	136.2 MB
232 Visualizing Model Predictions.en.srt	17.4 KB
232 Visualizing Model Predictions.mp4	125.1 MB
233 Visualizing And Evaluate Model Predictions 2.en.srt	18.1 KB
233 Visualizing And Evaluate Model Predictions 2.mp4	150.8 MB
234 Visualizing And Evaluate Model Predictions 3.en.srt	14.1 KB
234 Visualizing And Evaluate Model Predictions 3.mp4	118.7 MB
235 Saving And Loading A Trained Model.en.srt	17.3 KB
235 Saving And Loading A Trained Model.mp4	133.2 MB
236 Training Model On Full Dataset.en.srt	19.6 KB
236 Training Model On Full Dataset.mp4	146.6 MB
237 Making Predictions On Test Images.en.srt	20.8 KB
237 Making Predictions On Test Images.mp4	147.7 MB
238 Submitting Model to Kaggle.en.srt	17.0 KB
238 Submitting Model to Kaggle.mp4	127.2 MB
239 Making Predictions On Our Images.en.srt	19.0 KB
239 Making Predictions On Our Images.mp4	125.0 MB
240 Finishing Dog Vision Where to next.html	4.8 KB
external-assets-links.txt	4.7 KB
/.../15 Storytelling Communication How To Present Your Work/
241 Section Overview.en.srt	3.4 KB
241 Section Overview.mp4	11.4 MB
242 Communicating Your Work.en.srt	5.0 KB
242 Communicating Your Work.mp4	21.2 MB
243 Communicating With Managers.en.srt	4.6 KB
243 Communicating With Managers.mp4	19.3 MB
244 Communicating With Co-Workers.en.srt	5.7 KB
244 Communicating With Co-Workers.mp4	19.9 MB
245 Weekend Project Principle.en.srt	9.2 KB
245 Weekend Project Principle.mp4	24.7 MB
246 Communicating With Outside World.en.srt	4.6 KB
246 Communicating With Outside World.mp4	15.2 MB
247 Storytelling.en.srt	4.2 KB
247 Storytelling.mp4	12.6 MB
248 Communicating and sharing your work Further reading.html	4.1 KB
external-assets-links.txt	0.4 KB
/.../16 Career Advice Extra Bits/
249 Endorsements On LinkedIn.html	3.0 KB
250 Quick Note Upcoming Video.html	1.5 KB
251 What If I Dont Have Enough Experience.en.srt	20.5 KB
251 What If I Dont Have Enough Experience.mp4	168.8 MB
252 Learning Guideline.html	1.2 KB
253 Quick Note Upcoming Videos.html	1.4 KB
254 JTS Learn to Learn.en.srt	2.6 KB
254 JTS Learn to Learn.mp4	11.7 MB
255 JTS Start With Why.en.srt	3.0 KB
255 JTS Start With Why.mp4	16.2 MB
256 Quick Note Upcoming Videos.html	1.2 KB
257 CWD Git Github.en.srt	21.7 KB
257 CWD Git Github.mp4	184.7 MB
258 CWD Git Github 2.en.srt	18.7 KB
258 CWD Git Github 2.mp4	124.1 MB
259 Contributing To Open Source.en.srt	17.5 KB
259 Contributing To Open Source.mp4	136.6 MB
260 Contributing To Open Source 2.en.srt	10.4 KB
260 Contributing To Open Source 2.mp4	118.5 MB
261 Coding Challenges.html	1.8 KB
262 Exercise Contribute To Open Source.html	2.3 KB
/.../17 Learn Python/
263 What Is A Programming Language.en.srt	7.2 KB
263 What Is A Programming Language.mp4	109.9 MB
264 Python Interpreter.en.srt	8.5 KB
264 Python Interpreter.mp4	98.0 MB
265 How To Run Python Code.en.srt	6.6 KB
265 How To Run Python Code.mp4	67.0 MB
266 Our First Python Program.en.srt	9.2 KB
266 Our First Python Program.mp4	49.5 MB
267 Python 2 vs Python 3.en.srt	8.4 KB
267 Python 2 vs Python 3.mp4	86.1 MB
268 Exercise How Does Python Work.en.srt	2.9 KB
268 Exercise How Does Python Work.mp4	27.2 MB
269 Learning Python.en.srt	2.6 KB
269 Learning Python.mp4	40.4 MB
270 Python Data Types.en.srt	5.3 KB
270 Python Data Types.mp4	30.3 MB
271 How To Succeed.html	1.1 KB
272 Numbers.en.srt	11.4 KB
272 Numbers.mp4	76.2 MB
273 Math Functions.en.srt	5.6 KB
273 Math Functions.mp4	43.8 MB
274 DEVELOPER FUNDAMENTALS I.en.srt	5.3 KB
274 DEVELOPER FUNDAMENTALS I.mp4	62.6 MB
275 Operator Precedence.en.srt	3.6 KB
275 Operator Precedence.mp4	15.1 MB
276 Exercise Operator Precedence.html	1.6 KB
277 Optional bin() and complex.en.srt	4.9 KB
277 Optional bin() and complex.mp4	23.0 MB
278 Variables.en.srt	16.4 KB
278 Variables.mp4	98.1 MB
279 Expressions vs Statements.en.srt	1.8 KB
279 Expressions vs Statements.mp4	11.5 MB
280 Augmented Assignment Operator.en.srt	3.0 KB
280 Augmented Assignment Operator.mp4	16.1 MB
281 Strings.en.srt	6.4 KB
281 Strings.mp4	32.5 MB
282 String Concatenation.en.srt	1.5 KB
282 String Concatenation.mp4	7.7 MB
283 Type Conversion.en.srt	3.2 KB
283 Type Conversion.mp4	19.9 MB
284 Escape Sequences.en.srt	5.1 KB
284 Escape Sequences.mp4	24.3 MB
285 Formatted Strings.en.srt	9.0 KB
285 Formatted Strings.mp4	51.6 MB
286 String Indexes.en.srt	9.4 KB
286 String Indexes.mp4	51.5 MB
287 Immutability.en.srt	3.6 KB
287 Immutability.mp4	21.8 MB
288 Built-In Functions Methods.en.srt	10.5 KB
288 Built-In Functions Methods.mp4	72.8 MB
289 Booleans.en.srt	4.0 KB
289 Booleans.mp4	17.4 MB
290 Exercise Type Conversion.en.srt	8.8 KB
290 Exercise Type Conversion.mp4	52.8 MB
291 DEVELOPER FUNDAMENTALS II.en.srt	5.4 KB
291 DEVELOPER FUNDAMENTALS II.mp4	30.7 MB
292 Exercise Password Checker.en.srt	8.1 KB
292 Exercise Password Checker.mp4	53.6 MB
293 Lists.en.srt	5.7 KB
293 Lists.mp4	23.0 MB
294 List Slicing.en.srt	8.7 KB
294 List Slicing.mp4	52.3 MB
295 Matrix.en.srt	4.2 KB
295 Matrix.mp4	20.1 MB
296 List Methods.en.srt	11.0 KB
296 List Methods.mp4	64.8 MB
297 List Methods 2.en.srt	4.6 KB
297 List Methods 2.mp4	28.7 MB
298 List Methods 3.en.srt	5.1 KB
298 List Methods 3.mp4	29.0 MB
299 Common List Patterns.en.srt	6.0 KB
299 Common List Patterns.mp4	42.4 MB
300 List Unpacking.en.srt	3.0 KB
300 List Unpacking.mp4	14.5 MB
301 None.en.srt	2.2 KB
301 None.mp4	8.3 MB
302 Dictionaries.en.srt	7.3 KB
302 Dictionaries.mp4	34.3 MB
303 DEVELOPER FUNDAMENTALS III.en.srt	3.7 KB
303 DEVELOPER FUNDAMENTALS III.mp4	27.9 MB
304 Dictionary Keys.en.srt	4.3 KB
304 Dictionary Keys.mp4	21.4 MB
305 Dictionary Methods.en.srt	5.4 KB
305 Dictionary Methods.mp4	28.5 MB
306 Dictionary Methods 2.en.srt	7.3 KB
306 Dictionary Methods 2.mp4	44.4 MB
307 Tuples.en.srt	5.8 KB
307 Tuples.mp4	26.9 MB
308 Tuples 2.en.srt	3.1 KB
308 Tuples 2.mp4	17.8 MB
309 Sets.en.srt	8.6 KB
309 Sets.mp4	38.8 MB
310 Sets 2.en.srt	9.5 KB
310 Sets 2.mp4	67.4 MB
external-assets-links.txt	1.7 KB
/.../18 Learn Python Part 2/
311 Breaking The Flow.en.srt	3.1 KB
311 Breaking The Flow.mp4	21.3 MB
312 Conditional Logic.en.srt	16.0 KB
312 Conditional Logic.mp4	78.2 MB
313 Indentation In Python.en.srt	5.4 KB
313 Indentation In Python.mp4	29.4 MB
314 Truthy vs Falsey.en.srt	6.1 KB
314 Truthy vs Falsey.mp4	44.9 MB
315 Ternary Operator.en.srt	4.9 KB
315 Ternary Operator.mp4	20.7 MB
316 Short Circuiting.en.srt	4.6 KB
316 Short Circuiting.mp4	20.3 MB
317 Logical Operators.en.srt	8.3 KB
317 Logical Operators.mp4	29.7 MB
318 Exercise Logical Operators.en.srt	8.6 KB
318 Exercise Logical Operators.mp4	48.9 MB
319 is vs.en.srt	8.3 KB
319 is vs.mp4	35.2 MB
320 For Loops.en.srt	7.7 KB
320 For Loops.mp4	36.0 MB
321 Iterables.en.srt	7.0 KB
321 Iterables.mp4	45.3 MB
322 Exercise Tricky Counter.en.srt	3.7 KB
322 Exercise Tricky Counter.mp4	17.2 MB
323 range().en.srt	6.0 KB
323 range().mp4	29.7 MB
324 enumerate().en.srt	4.7 KB
324 enumerate().mp4	26.0 MB
325 While Loops.en.srt	7.5 KB
325 While Loops.mp4	29.7 MB
326 While Loops 2.en.srt	6.6 KB
326 While Loops 2.mp4	27.2 MB
327 break continue pass.en.srt	5.4 KB
327 break continue pass.mp4	23.3 MB
328 Our First GUI.en.srt	10.6 KB
328 Our First GUI.mp4	52.0 MB
329 DEVELOPER FUNDAMENTALS IV.en.srt	8.0 KB
329 DEVELOPER FUNDAMENTALS IV.mp4	52.7 MB
330 Exercise Find Duplicates.en.srt	4.5 KB
330 Exercise Find Duplicates.mp4	21.2 MB
331 Functions.en.srt	9.4 KB
331 Functions.mp4	51.0 MB
332 Parameters and Arguments.en.srt	5.0 KB
332 Parameters and Arguments.mp4	24.3 MB
333 Default Parameters and Keyword Arguments.en.srt	6.1 KB
333 Default Parameters and Keyword Arguments.mp4	40.0 MB
334 return.en.srt	15.3 KB
334 return.mp4	66.1 MB
335 Exercise Tesla.html	1.3 KB
336 Methods vs Functions.en.srt	5.4 KB
336 Methods vs Functions.mp4	32.2 MB
337 Docstrings.en.srt	4.4 KB
337 Docstrings.mp4	18.2 MB
338 Clean Code.en.srt	5.5 KB
338 Clean Code.mp4	20.6 MB
339 args and kwargs.en.srt	8.3 KB
339 args and kwargs.mp4	45.1 MB
340 Exercise Functions.en.srt	4.8 KB
340 Exercise Functions.mp4	22.9 MB
341 Scope.en.srt	3.9 KB
341 Scope.mp4	21.1 MB
342 Scope Rules.en.srt	8.7 KB
342 Scope Rules.mp4	39.5 MB
343 global Keyword.en.srt	6.8 KB
343 global Keyword.mp4	38.3 MB
344 nonlocal Keyword.en.srt	4.2 KB
344 nonlocal Keyword.mp4	19.1 MB
345 Why Do We Need Scope.en.srt	4.9 KB
345 Why Do We Need Scope.mp4	20.1 MB
346 Pure Functions.en.srt	10.3 KB
346 Pure Functions.mp4	70.6 MB
347 map().en.srt	6.4 KB
347 map().mp4	40.2 MB
348 filter().en.srt	5.2 KB
348 filter().mp4	24.7 MB
349 zip().en.srt	3.3 KB
349 zip().mp4	22.3 MB
350 reduce().en.srt	8.6 KB
350 reduce().mp4	54.8 MB
351 List Comprehensions.en.srt	9.6 KB
351 List Comprehensions.mp4	55.9 MB
352 Set Comprehensions.en.srt	6.7 KB
352 Set Comprehensions.mp4	37.1 MB
353 Exercise Comprehensions.en.srt	5.1 KB
353 Exercise Comprehensions.mp4	23.0 MB
354 Python Exam Testing Your Understanding.html	2.0 KB
355 Modules in Python.en.srt	13.0 KB
355 Modules in Python.mp4	86.2 MB
356 Quick Note Upcoming Videos.html	1.3 KB
357 Optional PyCharm.en.srt	10.8 KB
357 Optional PyCharm.mp4	55.6 MB
358 Packages in Python.en.srt	12.8 KB
358 Packages in Python.mp4	75.9 MB
359 Different Ways To Import.en.srt	7.7 KB
359 Different Ways To Import.mp4	50.3 MB
360 Next Steps.html	1.8 KB
external-assets-links.txt	0.6 KB
/.../19 Bonus Learn Advanced Statistics and Mathematics for FREE/
361 Statistics and Mathematics.html	1.6 KB
/.../20 Where To Go From Here/
362 Become An Alumni.html	2.6 KB
363 Thank You.en.srt	3.7 KB
363 Thank You.mp4	11.7 MB
/21 Extras/
364 Bonus Special Thank You Gift.html	2.5 KB
ReadMe.txt	0.2 KB
Visit Coursedrive.org.url	0.1 KB
Total files 716