├── Building_Complex_Deep_Learning_Models_Using_Keras_Functional_API.ipynb ├── Deploying-Yolo3-Model-on-FastAPI ├── README.md ├── client.ipynb ├── images │ ├── apple.jpg │ ├── apples.jpg │ ├── car.jpg │ ├── car1.jpg │ ├── car2.jpg │ ├── car3.jpg │ ├── clock.jpg │ ├── clock2.jpg │ ├── clock3.jpg │ ├── fruits.jpg │ ├── oranges.jpg │ └── readme.md ├── server.ipynb └── token.png ├── How To Split The Data Effectively for Your Data Science Project.ipynb ├── How to Find the Optimal Number of Clusters Effectively.ipynb ├── Practical Guide to Support Vector Machines in Python .ipynb ├── Readme.md ├── ml.jpg └── practical-guide-to-dimesnioality-reduction-in-pyth.ipynb /Building_Complex_Deep_Learning_Models_Using_Keras_Functional_API.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youssefHosni/Practical-Machine-Learning/HEAD/Building_Complex_Deep_Learning_Models_Using_Keras_Functional_API.ipynb -------------------------------------------------------------------------------- /Deploying-Yolo3-Model-on-FastAPI/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youssefHosni/Practical-Machine-Learning/HEAD/Deploying-Yolo3-Model-on-FastAPI/README.md -------------------------------------------------------------------------------- /Deploying-Yolo3-Model-on-FastAPI/client.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youssefHosni/Practical-Machine-Learning/HEAD/Deploying-Yolo3-Model-on-FastAPI/client.ipynb -------------------------------------------------------------------------------- /Deploying-Yolo3-Model-on-FastAPI/images/apple.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youssefHosni/Practical-Machine-Learning/HEAD/Deploying-Yolo3-Model-on-FastAPI/images/apple.jpg -------------------------------------------------------------------------------- /Deploying-Yolo3-Model-on-FastAPI/images/apples.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youssefHosni/Practical-Machine-Learning/HEAD/Deploying-Yolo3-Model-on-FastAPI/images/apples.jpg -------------------------------------------------------------------------------- /Deploying-Yolo3-Model-on-FastAPI/images/car.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youssefHosni/Practical-Machine-Learning/HEAD/Deploying-Yolo3-Model-on-FastAPI/images/car.jpg -------------------------------------------------------------------------------- /Deploying-Yolo3-Model-on-FastAPI/images/car1.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youssefHosni/Practical-Machine-Learning/HEAD/Deploying-Yolo3-Model-on-FastAPI/images/car1.jpg -------------------------------------------------------------------------------- /Deploying-Yolo3-Model-on-FastAPI/images/car2.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youssefHosni/Practical-Machine-Learning/HEAD/Deploying-Yolo3-Model-on-FastAPI/images/car2.jpg -------------------------------------------------------------------------------- /Deploying-Yolo3-Model-on-FastAPI/images/car3.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youssefHosni/Practical-Machine-Learning/HEAD/Deploying-Yolo3-Model-on-FastAPI/images/car3.jpg -------------------------------------------------------------------------------- /Deploying-Yolo3-Model-on-FastAPI/images/clock.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youssefHosni/Practical-Machine-Learning/HEAD/Deploying-Yolo3-Model-on-FastAPI/images/clock.jpg -------------------------------------------------------------------------------- /Deploying-Yolo3-Model-on-FastAPI/images/clock2.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youssefHosni/Practical-Machine-Learning/HEAD/Deploying-Yolo3-Model-on-FastAPI/images/clock2.jpg -------------------------------------------------------------------------------- /Deploying-Yolo3-Model-on-FastAPI/images/clock3.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youssefHosni/Practical-Machine-Learning/HEAD/Deploying-Yolo3-Model-on-FastAPI/images/clock3.jpg -------------------------------------------------------------------------------- /Deploying-Yolo3-Model-on-FastAPI/images/fruits.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youssefHosni/Practical-Machine-Learning/HEAD/Deploying-Yolo3-Model-on-FastAPI/images/fruits.jpg -------------------------------------------------------------------------------- /Deploying-Yolo3-Model-on-FastAPI/images/oranges.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youssefHosni/Practical-Machine-Learning/HEAD/Deploying-Yolo3-Model-on-FastAPI/images/oranges.jpg -------------------------------------------------------------------------------- /Deploying-Yolo3-Model-on-FastAPI/images/readme.md: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /Deploying-Yolo3-Model-on-FastAPI/server.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youssefHosni/Practical-Machine-Learning/HEAD/Deploying-Yolo3-Model-on-FastAPI/server.ipynb -------------------------------------------------------------------------------- /Deploying-Yolo3-Model-on-FastAPI/token.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youssefHosni/Practical-Machine-Learning/HEAD/Deploying-Yolo3-Model-on-FastAPI/token.png -------------------------------------------------------------------------------- /How To Split The Data Effectively for Your Data Science Project.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youssefHosni/Practical-Machine-Learning/HEAD/How To Split The Data Effectively for Your Data Science Project.ipynb -------------------------------------------------------------------------------- /How to Find the Optimal Number of Clusters Effectively.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youssefHosni/Practical-Machine-Learning/HEAD/How to Find the Optimal Number of Clusters Effectively.ipynb -------------------------------------------------------------------------------- /Practical Guide to Support Vector Machines in Python .ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youssefHosni/Practical-Machine-Learning/HEAD/Practical Guide to Support Vector Machines in Python .ipynb -------------------------------------------------------------------------------- /Readme.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youssefHosni/Practical-Machine-Learning/HEAD/Readme.md -------------------------------------------------------------------------------- /ml.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youssefHosni/Practical-Machine-Learning/HEAD/ml.jpg -------------------------------------------------------------------------------- /practical-guide-to-dimesnioality-reduction-in-pyth.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/youssefHosni/Practical-Machine-Learning/HEAD/practical-guide-to-dimesnioality-reduction-in-pyth.ipynb --------------------------------------------------------------------------------