FreeCourseWeb com Linkedin Full Stack Deep Learning with Python | D9FCDBD577A3E325E97E35C113AA74AD0C683F7F

FreeCourseWeb com Linkedin Full Stack Deep Learning with Python

Name	[ FreeCourseWeb.com ] Linkedin - Full-Stack Deep Learning with Python	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	452.1 MB
Total Files	59
Last Seen	2025-07-18 00:09
Hash	D9FCDBD577A3E325E97E35C113AA74AD0C683F7F

/
Get Bonus Downloads Here.url	0.2 KB
/01 - Introduction/
01 - Full-stack deep learning, MLOps, and MLflow.mp4	10.3 MB
01 - Full-stack deep learning, MLOps, and MLflow.srt	12.8 KB
02 - Prerequisites.mp4	920.4 KB
02 - Prerequisites.srt	1.1 KB
/.../02 - 1. An Overview of Full-Stack Deep Learning/
01 - Introducing full-stack deep learning.mp4	8.2 MB
01 - Introducing full-stack deep learning.srt	11.6 KB
02 - Introducing MLOps.mp4	6.9 MB
02 - Introducing MLOps.srt	7.8 KB
03 - Introducing MLflow.mp4	6.6 MB
03 - Introducing MLflow.srt	8.1 KB
04 - Setting up the environment on Google Colab.mp4	13.7 MB
04 - Setting up the environment on Google Colab.srt	9.4 KB
05 - Running MLflow and using ngrok to access the MLflow UI.mp4	10.8 MB
05 - Running MLflow and using ngrok to access the MLflow UI.srt	10.0 KB
/.../03 - 2. Model Training and Evaluation Using MLflow/
01 - Loading and exploring the EMNIST dataset.mp4	10.4 MB
01 - Loading and exploring the EMNIST dataset.srt	9.0 KB
02 - Logging metrics, parameters, and artifacts in MLflow.mp4	11.6 MB
02 - Logging metrics, parameters, and artifacts in MLflow.srt	11.2 KB
03 - Set up the dataset and data loader.mp4	7.2 MB
03 - Set up the dataset and data loader.srt	6.6 KB
04 - Configuring the image classification DNN model.mp4	11.0 MB
04 - Configuring the image classification DNN model.srt	8.9 KB
05 - Training a model within an MLflow run.mp4	11.7 MB
05 - Training a model within an MLflow run.srt	7.2 KB
06 - Exploring parameters and metrics in MLflow.mp4	9.5 MB
06 - Exploring parameters and metrics in MLflow.srt	8.1 KB
07 - Making predictions using MLflow artifacts.mp4	11.9 MB
07 - Making predictions using MLflow artifacts.srt	9.0 KB
/.../04 - 3. Model Training and Hyperparameter Tuning/
01 - Preparing data for image classification using CNN.mp4	10.2 MB
01 - Preparing data for image classification using CNN.srt	7.1 KB
02 - Configuring and training the model using MLflow runs.mp4	16.3 MB
02 - Configuring and training the model using MLflow runs.srt	11.1 KB
03 - Visualizing charts, metrics, and parameters on MLflow.mp4	16.0 MB
03 - Visualizing charts, metrics, and parameters on MLflow.srt	12.2 KB
04 - Setting up the objective function for hyperparameter tuning.mp4	13.0 MB
04 - Setting up the objective function for hyperparameter tuning.srt	10.1 KB
05 - Hyperparameter optimization with Hyperopt and MLflow.mp4	14.6 MB
05 - Hyperparameter optimization with Hyperopt and MLflow.srt	11.9 KB
06 - Identifying the best model.mp4	8.2 MB
06 - Identifying the best model.srt	6.1 KB
07 - Registering a model with the MLflow registry.mp4	6.0 MB
07 - Registering a model with the MLflow registry.srt	6.2 KB
/.../05 - 4. Model Deployment and Predictions/
01 - Setting up MLflow on the local machine.mp4	8.6 MB
01 - Setting up MLflow on the local machine.srt	8.6 KB
02 - Workaround to get model artifacts on the local machine.mp4	4.5 MB
02 - Workaround to get model artifacts on the local machine.srt	4.0 KB
03 - Deploying and serving the model locally.mp4	14.4 MB
03 - Deploying and serving the model locally.srt	10.9 KB
/06 - Conclusion/
01 - Summary and next steps.mp4	2.6 MB
01 - Summary and next steps.srt	3.3 KB
/~Get Your Files Here !/
Bonus Resources.txt	0.4 KB
/.../Ex_Files_Full_Stack_Deep_Learning_Python/Exercise Files/final_code/datasets/
emnist-letters-test.csv	28.6 MB
emnist-letters-train.csv	171.6 MB
/.../Ex_Files_Full_Stack_Deep_Learning_Python/Exercise Files/final_code/
demo_01_EMNISTClassificationUsingDNN.ipynb	1.7 MB
demo_02_EMNISTClassificationUsingCNN.ipynb	3.3 MB
demo_03_ModelDeployment.ipynb	38.6 KB
/.../Ex_Files_Full_Stack_Deep_Learning_Python/Exercise Files/final_code/ipynb_checkpoints/
demo_01_EMNISTClassificationUsingDNN-checkpoint.ipynb	1.7 MB
demo_03_ModelDeployment-checkpoint.ipynb	47.4 KB
Total files 59