├── 01- Data Analysis ├── 01- Data Exploration Files │ ├── ARFF │ │ └── arff_example.arff │ ├── CSV │ │ └── iris_example.txt │ ├── Json │ │ └── iris_dataset.json │ ├── XML │ │ └── xml_example.xml │ └── XSLT │ │ ├── XML_for_xslt.xml │ │ └── XSLT_code.xslt ├── 02- Numpy & pandas │ ├── Files │ │ ├── homelessness.csv │ │ ├── housing.csv │ │ ├── my_df.csv │ │ ├── presidents.csv │ │ └── prime_ministers.csv │ ├── numpy_Notebook.ipynb │ ├── pandas_Notebook_1.ipynb │ └── pandas_Notebook_2.ipynb ├── 03- Visualization Libraries │ ├── files │ │ ├── AirQuality.csv │ │ └── housing.csv │ ├── matplotlib.ipynb │ └── seaborn.ipynb └── 04- Assignment & Projects │ ├── Assignments │ ├── DataExplore._Assignment │ │ └── DataExplore._Assignment.pptx │ ├── LinearAlgebra_Assignment │ │ └── LinearAlgebra_Assignment.ipynb │ ├── Prob.&Stats._Assignment │ │ └── Prob.&Stats._Assignment.ipynb │ └── numpy_Assignment │ │ └── numpy_Assignment.ipynb │ └── Projects │ ├── 01- Project_pandas │ ├── housing.csv │ ├── pandas_Assignmnet.ipynb │ └── pandas_Assignmnet_solution.ipynb │ ├── 02- Project_Netflix │ ├── Project_Netflix_1.ipynb │ ├── Project_Netflix_1_solution.ipynb │ └── datasets │ │ └── netflix_data.csv │ └── 03- Project_Titanic │ ├── Project_Titanic.ipynb │ ├── Project_Titanic_solution.ipynb │ └── titanic.csv ├── 02- Machine Learning ├── 01- Supervised │ ├── 01- Numerical Optimization │ │ └── Files │ │ │ ├── GD.ipynb │ │ │ ├── Newton_Notebook.ipynb │ │ │ └── RegData.csv │ ├── 02- Regression │ │ └── Files │ │ │ └── Regression_Notebook.ipynb │ ├── 03- End-to-End ML Project │ │ └── Files │ │ │ ├── Regression_full_project.ipynb │ │ │ └── housing.csv │ ├── 04- Regularization │ │ └── Files │ │ │ ├── Regression_full_project_extended.ipynb │ │ │ └── housing.csv │ ├── 05- Classification │ │ └── Files │ │ │ ├── .ipynb_checkpoints │ │ │ └── Classification_MNIST_Full_Project-checkpoint.ipynb │ │ │ ├── Classification_MNIST_Full_Project.ipynb │ │ │ └── Classification_iris_1.ipynb │ ├── 06- KNN, NB, LR │ │ └── Files │ │ │ └── KNN&naive&LR_MNIST.ipynb │ ├── 07- End-to-End Classification Project │ │ └── Tasks Links.txt │ ├── 08- SVM, DT │ │ └── Files │ │ │ ├── Decision_Trees.ipynb │ │ │ └── SVMs.ipynb │ ├── 09- Ensemble Learning │ │ └── Files │ │ │ └── Ensemble_Learning.ipynb │ └── 10- Models Tuning │ │ └── Files │ │ ├── Models_Tuning.ipynb │ │ └── housing.csv ├── 02- Unsupervised │ ├── 01- Dimensionality Reduction │ │ └── Files │ │ │ ├── .ipynb_checkpoints │ │ │ ├── Dimensionality_Reduction-checkpoint.ipynb │ │ │ ├── Live DC-checkpoint.ipynb │ │ │ └── Live-checkpoint.ipynb │ │ │ ├── Dimensionality_Reduction.ipynb │ │ │ ├── Live DC.ipynb │ │ │ └── Live.ipynb │ ├── 02- Anomaly Detection │ │ ├── Anomaly_Detection_Credit_Transactions.ipynb │ │ └── Readme.txt │ ├── 03- Clustering │ │ └── Files │ │ │ ├── .ipynb_checkpoints │ │ │ └── Clustering-checkpoint.ipynb │ │ │ └── Clustering.ipynb │ └── 04- Group Segmentation │ │ └── Readme.txt └── 03- ML Project Course │ └── Code │ └── 01- Environment │ ├── Flask Heroku.txt │ ├── conda.txt │ └── requirements.txt ├── 03- Mastering OpenAI APIs ├── 00- Notebooks │ ├── .env.example │ ├── .gitignore │ ├── 01- ChatCompletion.ipynb │ ├── 02-ImageGen.ipynb │ ├── 03-SpeechReco.ipynb │ ├── audio_files │ │ ├── arabic.mp3 │ │ ├── german.mp3 │ │ └── gettysburg10.wav │ ├── gen_images │ │ ├── tmp95cmkewh.png │ │ ├── tmpdukhxaev.png │ │ └── tmprfizi14d.png │ └── requirements.txt ├── 01-SentimentAnalysis │ ├── .env.example │ ├── .gitignore │ ├── SentimentAnalysis.ipynb │ ├── main.py │ ├── requirements.txt │ └── utils.py ├── 02- ChatBot │ ├── .env.example │ ├── .gitignore │ ├── ChatBot.ipynb │ ├── main.py │ ├── requirements.txt │ └── utils.py ├── 03- Image_Generation │ ├── .env.example │ ├── .gitignore │ ├── ImageGeneration.ipynb │ ├── main.py │ ├── requirements.txt │ └── utils.py ├── 04- Meals plan │ ├── .env.example │ ├── .gitignore │ ├── MealsPlanning.ipynb │ ├── main.py │ ├── requirements.txt │ └── utils.py ├── 05- Youtube Summary │ ├── .env.example │ ├── .gitignore │ ├── YoutubeSummary.ipynb │ ├── main.py │ ├── requirements.txt │ └── utils.py └── 06- Embeddings │ ├── .env.example │ ├── .gitignore │ ├── Embeddings.ipynb │ ├── embeddings.csv │ ├── example.csv │ ├── main.py │ ├── requirements.txt │ └── utils.py ├── LICENSE.md └── README.md /01- Data Analysis/01- Data Exploration Files/ARFF/arff_example.arff: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/01- Data Analysis/01- Data Exploration Files/ARFF/arff_example.arff -------------------------------------------------------------------------------- /01- Data Analysis/01- Data Exploration Files/CSV/iris_example.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/01- Data Analysis/01- Data Exploration Files/CSV/iris_example.txt -------------------------------------------------------------------------------- /01- Data Analysis/01- Data Exploration Files/Json/iris_dataset.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/01- Data Analysis/01- Data Exploration Files/Json/iris_dataset.json -------------------------------------------------------------------------------- /01- Data Analysis/01- Data Exploration Files/XML/xml_example.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/01- Data Analysis/01- Data Exploration Files/XML/xml_example.xml -------------------------------------------------------------------------------- /01- Data Analysis/01- Data Exploration Files/XSLT/XML_for_xslt.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/01- Data Analysis/01- Data Exploration Files/XSLT/XML_for_xslt.xml -------------------------------------------------------------------------------- /01- Data Analysis/01- Data Exploration Files/XSLT/XSLT_code.xslt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/01- Data Analysis/01- Data Exploration Files/XSLT/XSLT_code.xslt -------------------------------------------------------------------------------- /01- Data Analysis/02- Numpy & pandas/Files/homelessness.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/01- Data Analysis/02- Numpy & pandas/Files/homelessness.csv -------------------------------------------------------------------------------- /01- Data Analysis/02- Numpy & pandas/Files/housing.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/01- Data Analysis/02- Numpy & pandas/Files/housing.csv -------------------------------------------------------------------------------- /01- Data Analysis/02- Numpy & pandas/Files/my_df.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/01- Data Analysis/02- Numpy & pandas/Files/my_df.csv -------------------------------------------------------------------------------- /01- Data Analysis/02- Numpy & pandas/Files/presidents.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/01- Data Analysis/02- Numpy & pandas/Files/presidents.csv -------------------------------------------------------------------------------- /01- Data Analysis/02- Numpy & pandas/Files/prime_ministers.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/01- Data Analysis/02- Numpy & pandas/Files/prime_ministers.csv -------------------------------------------------------------------------------- /01- Data Analysis/02- Numpy & pandas/numpy_Notebook.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/01- Data Analysis/02- Numpy & pandas/numpy_Notebook.ipynb -------------------------------------------------------------------------------- /01- Data Analysis/02- Numpy & pandas/pandas_Notebook_1.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/01- Data Analysis/02- Numpy & pandas/pandas_Notebook_1.ipynb -------------------------------------------------------------------------------- /01- Data Analysis/02- Numpy & pandas/pandas_Notebook_2.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/01- Data Analysis/02- Numpy & pandas/pandas_Notebook_2.ipynb -------------------------------------------------------------------------------- /01- Data Analysis/03- Visualization Libraries/files/AirQuality.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/01- Data Analysis/03- Visualization Libraries/files/AirQuality.csv -------------------------------------------------------------------------------- /01- Data Analysis/03- Visualization Libraries/files/housing.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/01- Data Analysis/03- Visualization Libraries/files/housing.csv -------------------------------------------------------------------------------- /01- Data Analysis/03- Visualization Libraries/matplotlib.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/01- Data Analysis/03- Visualization Libraries/matplotlib.ipynb -------------------------------------------------------------------------------- /01- Data Analysis/03- Visualization Libraries/seaborn.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/01- Data Analysis/03- Visualization Libraries/seaborn.ipynb -------------------------------------------------------------------------------- /01- Data Analysis/04- Assignment & Projects/Assignments/DataExplore._Assignment/DataExplore._Assignment.pptx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/01- Data Analysis/04- Assignment & Projects/Assignments/DataExplore._Assignment/DataExplore._Assignment.pptx -------------------------------------------------------------------------------- /01- Data Analysis/04- Assignment & Projects/Assignments/LinearAlgebra_Assignment/LinearAlgebra_Assignment.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/01- Data Analysis/04- Assignment & Projects/Assignments/LinearAlgebra_Assignment/LinearAlgebra_Assignment.ipynb -------------------------------------------------------------------------------- /01- Data Analysis/04- Assignment & Projects/Assignments/Prob.&Stats._Assignment/Prob.&Stats._Assignment.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/01- Data Analysis/04- Assignment & Projects/Assignments/Prob.&Stats._Assignment/Prob.&Stats._Assignment.ipynb -------------------------------------------------------------------------------- /01- Data Analysis/04- Assignment & Projects/Assignments/numpy_Assignment/numpy_Assignment.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/01- Data Analysis/04- Assignment & Projects/Assignments/numpy_Assignment/numpy_Assignment.ipynb -------------------------------------------------------------------------------- /01- Data Analysis/04- Assignment & Projects/Projects/01- Project_pandas/housing.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/01- Data Analysis/04- Assignment & Projects/Projects/01- Project_pandas/housing.csv -------------------------------------------------------------------------------- /01- Data Analysis/04- Assignment & Projects/Projects/01- Project_pandas/pandas_Assignmnet.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/01- Data Analysis/04- Assignment & Projects/Projects/01- Project_pandas/pandas_Assignmnet.ipynb -------------------------------------------------------------------------------- /01- Data Analysis/04- Assignment & Projects/Projects/01- Project_pandas/pandas_Assignmnet_solution.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/01- Data Analysis/04- Assignment & Projects/Projects/01- Project_pandas/pandas_Assignmnet_solution.ipynb -------------------------------------------------------------------------------- /01- Data Analysis/04- Assignment & Projects/Projects/02- Project_Netflix/Project_Netflix_1.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/01- Data Analysis/04- Assignment & Projects/Projects/02- Project_Netflix/Project_Netflix_1.ipynb -------------------------------------------------------------------------------- /01- Data Analysis/04- Assignment & Projects/Projects/02- Project_Netflix/Project_Netflix_1_solution.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/01- Data Analysis/04- Assignment & Projects/Projects/02- Project_Netflix/Project_Netflix_1_solution.ipynb -------------------------------------------------------------------------------- /01- Data Analysis/04- Assignment & Projects/Projects/02- Project_Netflix/datasets/netflix_data.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/01- Data Analysis/04- Assignment & Projects/Projects/02- Project_Netflix/datasets/netflix_data.csv -------------------------------------------------------------------------------- /01- Data Analysis/04- Assignment & Projects/Projects/03- Project_Titanic/Project_Titanic.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/01- Data Analysis/04- Assignment & Projects/Projects/03- Project_Titanic/Project_Titanic.ipynb -------------------------------------------------------------------------------- /01- Data Analysis/04- Assignment & Projects/Projects/03- Project_Titanic/Project_Titanic_solution.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/01- Data Analysis/04- Assignment & Projects/Projects/03- Project_Titanic/Project_Titanic_solution.ipynb -------------------------------------------------------------------------------- /01- Data Analysis/04- Assignment & Projects/Projects/03- Project_Titanic/titanic.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/01- Data Analysis/04- Assignment & Projects/Projects/03- Project_Titanic/titanic.csv -------------------------------------------------------------------------------- /02- Machine Learning/01- Supervised/01- Numerical Optimization/Files/GD.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/02- Machine Learning/01- Supervised/01- Numerical Optimization/Files/GD.ipynb -------------------------------------------------------------------------------- /02- Machine Learning/01- Supervised/01- Numerical Optimization/Files/Newton_Notebook.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/02- Machine Learning/01- Supervised/01- Numerical Optimization/Files/Newton_Notebook.ipynb -------------------------------------------------------------------------------- /02- Machine Learning/01- Supervised/01- Numerical Optimization/Files/RegData.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/02- Machine Learning/01- Supervised/01- Numerical Optimization/Files/RegData.csv -------------------------------------------------------------------------------- /02- Machine Learning/01- Supervised/02- Regression/Files/Regression_Notebook.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/02- Machine Learning/01- Supervised/02- Regression/Files/Regression_Notebook.ipynb -------------------------------------------------------------------------------- /02- Machine Learning/01- Supervised/03- End-to-End ML Project/Files/Regression_full_project.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/02- Machine Learning/01- Supervised/03- End-to-End ML Project/Files/Regression_full_project.ipynb -------------------------------------------------------------------------------- /02- Machine Learning/01- Supervised/03- End-to-End ML Project/Files/housing.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/02- Machine Learning/01- Supervised/03- End-to-End ML Project/Files/housing.csv -------------------------------------------------------------------------------- /02- Machine Learning/01- Supervised/04- Regularization/Files/Regression_full_project_extended.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/02- Machine Learning/01- Supervised/04- Regularization/Files/Regression_full_project_extended.ipynb -------------------------------------------------------------------------------- /02- Machine Learning/01- Supervised/04- Regularization/Files/housing.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/02- Machine Learning/01- Supervised/04- Regularization/Files/housing.csv -------------------------------------------------------------------------------- /02- Machine Learning/01- Supervised/05- Classification/Files/.ipynb_checkpoints/Classification_MNIST_Full_Project-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/02- Machine Learning/01- Supervised/05- Classification/Files/.ipynb_checkpoints/Classification_MNIST_Full_Project-checkpoint.ipynb -------------------------------------------------------------------------------- /02- Machine Learning/01- Supervised/05- Classification/Files/Classification_MNIST_Full_Project.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/02- Machine Learning/01- Supervised/05- Classification/Files/Classification_MNIST_Full_Project.ipynb -------------------------------------------------------------------------------- /02- Machine Learning/01- Supervised/05- Classification/Files/Classification_iris_1.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/02- Machine Learning/01- Supervised/05- Classification/Files/Classification_iris_1.ipynb -------------------------------------------------------------------------------- /02- Machine Learning/01- Supervised/06- KNN, NB, LR/Files/KNN&naive&LR_MNIST.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/02- Machine Learning/01- Supervised/06- KNN, NB, LR/Files/KNN&naive&LR_MNIST.ipynb -------------------------------------------------------------------------------- /02- Machine Learning/01- Supervised/07- End-to-End Classification Project/Tasks Links.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/02- Machine Learning/01- Supervised/07- End-to-End Classification Project/Tasks Links.txt -------------------------------------------------------------------------------- /02- Machine Learning/01- Supervised/08- SVM, DT/Files/Decision_Trees.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/02- Machine Learning/01- Supervised/08- SVM, DT/Files/Decision_Trees.ipynb -------------------------------------------------------------------------------- /02- Machine Learning/01- Supervised/08- SVM, DT/Files/SVMs.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/02- Machine Learning/01- Supervised/08- SVM, DT/Files/SVMs.ipynb -------------------------------------------------------------------------------- /02- Machine Learning/01- Supervised/09- Ensemble Learning/Files/Ensemble_Learning.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/02- Machine Learning/01- Supervised/09- Ensemble Learning/Files/Ensemble_Learning.ipynb -------------------------------------------------------------------------------- /02- Machine Learning/01- Supervised/10- Models Tuning/Files/Models_Tuning.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/02- Machine Learning/01- Supervised/10- Models Tuning/Files/Models_Tuning.ipynb -------------------------------------------------------------------------------- /02- Machine Learning/01- Supervised/10- Models Tuning/Files/housing.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/02- Machine Learning/01- Supervised/10- Models Tuning/Files/housing.csv -------------------------------------------------------------------------------- /02- Machine Learning/02- Unsupervised/01- Dimensionality Reduction/Files/.ipynb_checkpoints/Dimensionality_Reduction-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/02- Machine Learning/02- Unsupervised/01- Dimensionality Reduction/Files/.ipynb_checkpoints/Dimensionality_Reduction-checkpoint.ipynb -------------------------------------------------------------------------------- /02- Machine Learning/02- Unsupervised/01- Dimensionality Reduction/Files/.ipynb_checkpoints/Live DC-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/02- Machine Learning/02- Unsupervised/01- Dimensionality Reduction/Files/.ipynb_checkpoints/Live DC-checkpoint.ipynb -------------------------------------------------------------------------------- /02- Machine Learning/02- Unsupervised/01- Dimensionality Reduction/Files/.ipynb_checkpoints/Live-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/02- Machine Learning/02- Unsupervised/01- Dimensionality Reduction/Files/.ipynb_checkpoints/Live-checkpoint.ipynb -------------------------------------------------------------------------------- /02- Machine Learning/02- Unsupervised/01- Dimensionality Reduction/Files/Dimensionality_Reduction.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/02- Machine Learning/02- Unsupervised/01- Dimensionality Reduction/Files/Dimensionality_Reduction.ipynb -------------------------------------------------------------------------------- /02- Machine Learning/02- Unsupervised/01- Dimensionality Reduction/Files/Live DC.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/02- Machine Learning/02- Unsupervised/01- Dimensionality Reduction/Files/Live DC.ipynb -------------------------------------------------------------------------------- /02- Machine Learning/02- Unsupervised/01- Dimensionality Reduction/Files/Live.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/02- Machine Learning/02- Unsupervised/01- Dimensionality Reduction/Files/Live.ipynb -------------------------------------------------------------------------------- /02- Machine Learning/02- Unsupervised/02- Anomaly Detection/Anomaly_Detection_Credit_Transactions.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/02- Machine Learning/02- Unsupervised/02- Anomaly Detection/Anomaly_Detection_Credit_Transactions.ipynb -------------------------------------------------------------------------------- /02- Machine Learning/02- Unsupervised/02- Anomaly Detection/Readme.txt: -------------------------------------------------------------------------------- 1 | Link for the Dataset: 2 | 3 | https://drive.google.com/file/d/1hIOhGiMpa61-FKjn8hmWBvVPXbR3PSue/view?usp=sharing -------------------------------------------------------------------------------- /02- Machine Learning/02- Unsupervised/03- Clustering/Files/.ipynb_checkpoints/Clustering-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/02- Machine Learning/02- Unsupervised/03- Clustering/Files/.ipynb_checkpoints/Clustering-checkpoint.ipynb -------------------------------------------------------------------------------- /02- Machine Learning/02- Unsupervised/03- Clustering/Files/Clustering.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/02- Machine Learning/02- Unsupervised/03- Clustering/Files/Clustering.ipynb -------------------------------------------------------------------------------- /02- Machine Learning/02- Unsupervised/04- Group Segmentation/Readme.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/02- Machine Learning/02- Unsupervised/04- Group Segmentation/Readme.txt -------------------------------------------------------------------------------- /02- Machine Learning/03- ML Project Course/Code/01- Environment/Flask Heroku.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/02- Machine Learning/03- ML Project Course/Code/01- Environment/Flask Heroku.txt -------------------------------------------------------------------------------- /02- Machine Learning/03- ML Project Course/Code/01- Environment/conda.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/02- Machine Learning/03- ML Project Course/Code/01- Environment/conda.txt -------------------------------------------------------------------------------- /02- Machine Learning/03- ML Project Course/Code/01- Environment/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/02- Machine Learning/03- ML Project Course/Code/01- Environment/requirements.txt -------------------------------------------------------------------------------- /03- Mastering OpenAI APIs/00- Notebooks/.env.example: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/03- Mastering OpenAI APIs/00- Notebooks/.env.example -------------------------------------------------------------------------------- /03- Mastering OpenAI APIs/00- Notebooks/.gitignore: -------------------------------------------------------------------------------- 1 | .env -------------------------------------------------------------------------------- /03- Mastering OpenAI APIs/00- Notebooks/01- ChatCompletion.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/03- Mastering OpenAI APIs/00- Notebooks/01- ChatCompletion.ipynb -------------------------------------------------------------------------------- /03- Mastering OpenAI APIs/00- Notebooks/02-ImageGen.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/03- Mastering OpenAI APIs/00- Notebooks/02-ImageGen.ipynb -------------------------------------------------------------------------------- /03- Mastering OpenAI APIs/00- Notebooks/03-SpeechReco.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/03- Mastering OpenAI APIs/00- Notebooks/03-SpeechReco.ipynb -------------------------------------------------------------------------------- /03- Mastering OpenAI APIs/00- Notebooks/audio_files/arabic.mp3: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/03- Mastering OpenAI APIs/00- Notebooks/audio_files/arabic.mp3 -------------------------------------------------------------------------------- /03- Mastering OpenAI APIs/00- Notebooks/audio_files/german.mp3: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/03- Mastering OpenAI APIs/00- Notebooks/audio_files/german.mp3 -------------------------------------------------------------------------------- /03- Mastering OpenAI APIs/00- Notebooks/audio_files/gettysburg10.wav: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/03- Mastering OpenAI APIs/00- Notebooks/audio_files/gettysburg10.wav -------------------------------------------------------------------------------- /03- Mastering OpenAI APIs/00- Notebooks/gen_images/tmp95cmkewh.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/03- Mastering OpenAI APIs/00- Notebooks/gen_images/tmp95cmkewh.png -------------------------------------------------------------------------------- /03- Mastering OpenAI APIs/00- Notebooks/gen_images/tmpdukhxaev.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/03- Mastering OpenAI APIs/00- Notebooks/gen_images/tmpdukhxaev.png -------------------------------------------------------------------------------- /03- Mastering OpenAI APIs/00- Notebooks/gen_images/tmprfizi14d.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/03- Mastering OpenAI APIs/00- Notebooks/gen_images/tmprfizi14d.png -------------------------------------------------------------------------------- /03- Mastering OpenAI APIs/00- Notebooks/requirements.txt: -------------------------------------------------------------------------------- 1 | openai 2 | python-dotenv -------------------------------------------------------------------------------- /03- Mastering OpenAI APIs/01-SentimentAnalysis/.env.example: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/03- Mastering OpenAI APIs/01-SentimentAnalysis/.env.example -------------------------------------------------------------------------------- /03- Mastering OpenAI APIs/01-SentimentAnalysis/.gitignore: -------------------------------------------------------------------------------- 1 | .env 2 | __pycache__/ -------------------------------------------------------------------------------- /03- Mastering OpenAI APIs/01-SentimentAnalysis/SentimentAnalysis.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/03- Mastering OpenAI APIs/01-SentimentAnalysis/SentimentAnalysis.ipynb -------------------------------------------------------------------------------- /03- Mastering OpenAI APIs/01-SentimentAnalysis/main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/03- Mastering OpenAI APIs/01-SentimentAnalysis/main.py -------------------------------------------------------------------------------- /03- Mastering OpenAI APIs/01-SentimentAnalysis/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/03- Mastering OpenAI APIs/01-SentimentAnalysis/requirements.txt -------------------------------------------------------------------------------- /03- Mastering OpenAI APIs/01-SentimentAnalysis/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/03- Mastering OpenAI APIs/01-SentimentAnalysis/utils.py -------------------------------------------------------------------------------- /03- Mastering OpenAI APIs/02- ChatBot/.env.example: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/03- Mastering OpenAI APIs/02- ChatBot/.env.example -------------------------------------------------------------------------------- /03- Mastering OpenAI APIs/02- ChatBot/.gitignore: -------------------------------------------------------------------------------- 1 | .env 2 | __pycache__/ -------------------------------------------------------------------------------- /03- Mastering OpenAI APIs/02- ChatBot/ChatBot.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/03- Mastering OpenAI APIs/02- ChatBot/ChatBot.ipynb -------------------------------------------------------------------------------- /03- Mastering OpenAI APIs/02- ChatBot/main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/03- Mastering OpenAI APIs/02- ChatBot/main.py -------------------------------------------------------------------------------- /03- Mastering OpenAI APIs/02- ChatBot/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/03- Mastering OpenAI APIs/02- ChatBot/requirements.txt -------------------------------------------------------------------------------- /03- Mastering OpenAI APIs/02- ChatBot/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/03- Mastering OpenAI APIs/02- ChatBot/utils.py -------------------------------------------------------------------------------- /03- Mastering OpenAI APIs/03- Image_Generation/.env.example: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/03- Mastering OpenAI APIs/03- Image_Generation/.env.example -------------------------------------------------------------------------------- /03- Mastering OpenAI APIs/03- Image_Generation/.gitignore: -------------------------------------------------------------------------------- 1 | .env 2 | __pycache__/ -------------------------------------------------------------------------------- /03- Mastering OpenAI APIs/03- Image_Generation/ImageGeneration.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/03- Mastering OpenAI APIs/03- Image_Generation/ImageGeneration.ipynb -------------------------------------------------------------------------------- /03- Mastering OpenAI APIs/03- Image_Generation/main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/03- Mastering OpenAI APIs/03- Image_Generation/main.py -------------------------------------------------------------------------------- /03- Mastering OpenAI APIs/03- Image_Generation/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/03- Mastering OpenAI APIs/03- Image_Generation/requirements.txt -------------------------------------------------------------------------------- /03- Mastering OpenAI APIs/03- Image_Generation/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/03- Mastering OpenAI APIs/03- Image_Generation/utils.py -------------------------------------------------------------------------------- /03- Mastering OpenAI APIs/04- Meals plan/.env.example: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/03- Mastering OpenAI APIs/04- Meals plan/.env.example -------------------------------------------------------------------------------- /03- Mastering OpenAI APIs/04- Meals plan/.gitignore: -------------------------------------------------------------------------------- 1 | .env 2 | __pycache__/ 3 | .vscode/ -------------------------------------------------------------------------------- /03- Mastering OpenAI APIs/04- Meals plan/MealsPlanning.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/03- Mastering OpenAI APIs/04- Meals plan/MealsPlanning.ipynb -------------------------------------------------------------------------------- /03- Mastering OpenAI APIs/04- Meals plan/main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/03- Mastering OpenAI APIs/04- Meals plan/main.py -------------------------------------------------------------------------------- /03- Mastering OpenAI APIs/04- Meals plan/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/03- Mastering OpenAI APIs/04- Meals plan/requirements.txt -------------------------------------------------------------------------------- /03- Mastering OpenAI APIs/04- Meals plan/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/03- Mastering OpenAI APIs/04- Meals plan/utils.py -------------------------------------------------------------------------------- /03- Mastering OpenAI APIs/05- Youtube Summary/.env.example: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/03- Mastering OpenAI APIs/05- Youtube Summary/.env.example -------------------------------------------------------------------------------- /03- Mastering OpenAI APIs/05- Youtube Summary/.gitignore: -------------------------------------------------------------------------------- 1 | .env 2 | __pycache__/ 3 | .vscode/ -------------------------------------------------------------------------------- /03- Mastering OpenAI APIs/05- Youtube Summary/YoutubeSummary.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/03- Mastering OpenAI APIs/05- Youtube Summary/YoutubeSummary.ipynb -------------------------------------------------------------------------------- /03- Mastering OpenAI APIs/05- Youtube Summary/main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/03- Mastering OpenAI APIs/05- Youtube Summary/main.py -------------------------------------------------------------------------------- /03- Mastering OpenAI APIs/05- Youtube Summary/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/03- Mastering OpenAI APIs/05- Youtube Summary/requirements.txt -------------------------------------------------------------------------------- /03- Mastering OpenAI APIs/05- Youtube Summary/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/03- Mastering OpenAI APIs/05- Youtube Summary/utils.py -------------------------------------------------------------------------------- /03- Mastering OpenAI APIs/06- Embeddings/.env.example: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/03- Mastering OpenAI APIs/06- Embeddings/.env.example -------------------------------------------------------------------------------- /03- Mastering OpenAI APIs/06- Embeddings/.gitignore: -------------------------------------------------------------------------------- 1 | .env 2 | __pycache__/ 3 | .vscode/ -------------------------------------------------------------------------------- /03- Mastering OpenAI APIs/06- Embeddings/Embeddings.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/03- Mastering OpenAI APIs/06- Embeddings/Embeddings.ipynb -------------------------------------------------------------------------------- /03- Mastering OpenAI APIs/06- Embeddings/embeddings.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/03- Mastering OpenAI APIs/06- Embeddings/embeddings.csv -------------------------------------------------------------------------------- /03- Mastering OpenAI APIs/06- Embeddings/example.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/03- Mastering OpenAI APIs/06- Embeddings/example.csv -------------------------------------------------------------------------------- /03- Mastering OpenAI APIs/06- Embeddings/main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/03- Mastering OpenAI APIs/06- Embeddings/main.py -------------------------------------------------------------------------------- /03- Mastering OpenAI APIs/06- Embeddings/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/03- Mastering OpenAI APIs/06- Embeddings/requirements.txt -------------------------------------------------------------------------------- /03- Mastering OpenAI APIs/06- Embeddings/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/03- Mastering OpenAI APIs/06- Embeddings/utils.py -------------------------------------------------------------------------------- /LICENSE.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/LICENSE.md -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/agoor97/Code-for-my-Courses-Mohammed-Agoor/HEAD/README.md --------------------------------------------------------------------------------