Udemy - Machine Learning Deep Learning Model Deployment (3.2023)
File List
| File | Size |
|---|---|
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/1 - Introduction/1 - Introduction.mp4 | 14.68 MB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/1 - Introduction/1 - Introduction.vtt | 2.93 KB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/1 - Introduction/2 - What is a Model.mp4 | 4.14 MB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/1 - Introduction/2 - What is a Model.vtt | 1.5 KB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/1 - Introduction/3 - How do we create a Model.mp4 | 7.58 MB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/1 - Introduction/3 - How do we create a Model.vtt | 2.78 KB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/1 - Introduction/4 - Types of Machine Learning.mp4 | 15.3 MB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/1 - Introduction/4 - Types of Machine Learning.vtt | 4.82 KB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/10 - MLOps and MLflow/48 - Machine Learning Operations MLOps.mp4 | 29.4 MB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/10 - MLOps and MLflow/48 - Machine Learning Operations MLOps.vtt | 7.1 KB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/10 - MLOps and MLflow/49 - MLflow Introduction.mp4 | 6.99 MB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/10 - MLOps and MLflow/49 - MLflow Introduction.vtt | 2.2 KB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/10 - MLOps and MLflow/50 - MLflow tracking concepts.mp4 | 4.73 MB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/10 - MLOps and MLflow/50 - MLflow tracking concepts.vtt | 2.09 KB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/10 - MLOps and MLflow/51 - Installing MLflow on Windows and Mac.mp4 | 56.55 MB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/10 - MLOps and MLflow/51 - Installing MLflow on Windows and Mac.vtt | 3.37 KB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/10 - MLOps and MLflow/52 - ml-pipeline-mlflow.py.zip | 1.33 KB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/10 - MLOps and MLflow/52 - Tracking Model training experiments with MLfLow.mp4 | 199.03 MB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/10 - MLOps and MLflow/52 - Tracking Model training experiments with MLfLow.vtt | 9.25 KB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/10 - MLOps and MLflow/53 - ml-pipeline-mlflow-autolog.py.zip | 984 B |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/10 - MLOps and MLflow/53 - MLflow autologging.mp4 | 71.24 MB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/10 - MLOps and MLflow/53 - MLflow autologging.vtt | 7.75 KB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/10 - MLOps and MLflow/54 - MLflow REST APIs.mp4 | 19.21 MB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/10 - MLOps and MLflow/54 - MLflow REST APIs.vtt | 1.47 KB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/10 - MLOps and MLflow/54 - mlflow-python-rest.zip | 1.34 KB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/10 - MLOps and MLflow/55 - Running MLflow on Colab.mp4 | 31.03 MB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/10 - MLOps and MLflow/55 - Running MLflow on Colab.vtt | 2.72 KB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/10 - MLOps and MLflow/55 - running-mlflow-on-colab.zip | 5.72 KB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/10 - MLOps and MLflow/56 - mlflow-demo-2.zip | 875 B |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/10 - MLOps and MLflow/56 - Running MLFlow on Databricks.mp4 | 106.46 MB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/10 - MLOps and MLflow/56 - Running MLFlow on Databricks.vtt | 9.71 KB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/10 - MLOps and MLflow/57 - mlflow-pytorch.zip | 7.58 KB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/10 - MLOps and MLflow/57 - Tracking PyTorch experiments with MLflow.mp4 | 29.73 MB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/10 - MLOps and MLflow/57 - Tracking PyTorch experiments with MLflow.vtt | 2.41 KB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/10 - MLOps and MLflow/58 - Deploying Models with MLflow.mp4 | 10.96 MB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/10 - MLOps and MLflow/58 - Deploying Models with MLflow.vtt | 2.08 KB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/10 - MLOps and MLflow/58 - mlflow-deploy.zip | 635 B |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/2 - Building evaluating and saving a Model/5 - Creating a Spyder development environment.mp4 | 21.33 MB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/2 - Building evaluating and saving a Model/5 - Creating a Spyder development environment.vtt | 2.48 KB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/2 - Building evaluating and saving a Model/6 - Python NumPy Pandas Matplotlib crash course.mp4 | 179.17 MB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/2 - Building evaluating and saving a Model/6 - Python NumPy Pandas Matplotlib crash course.vtt | 19.02 KB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/2 - Building evaluating and saving a Model/6 - python-np-pd-plt.zip | 1.02 KB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/2 - Building evaluating and saving a Model/7 - Building and evaluating a Classification Model.mp4 | 253.53 MB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/2 - Building evaluating and saving a Model/7 - Building and evaluating a Classification Model.vtt | 15.02 KB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/2 - Building evaluating and saving a Model/7 - git-hub-link.txt | 51 B |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/2 - Building evaluating and saving a Model/7 - ml-classification.zip | 1.06 KB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/2 - Building evaluating and saving a Model/8 - Saving the Model and the Scaler.mp4 | 18.45 MB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/2 - Building evaluating and saving a Model/8 - Saving the Model and the Scaler.vtt | 4.37 KB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/3 - Deploying the Model in other environments/10 - use-model-colab.zip | 2.51 KB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/3 - Deploying the Model in other environments/10 - Using the Model in Google Colab environment.mp4 | 21.09 MB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/3 - Deploying the Model in other environments/10 - Using the Model in Google Colab environment.vtt | 4.69 KB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/3 - Deploying the Model in other environments/9 - Predicting locally with deserialized Pickle objects.mp4 | 37.71 MB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/3 - Deploying the Model in other environments/9 - Predicting locally with deserialized Pickle objects.vtt | 3.18 KB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/3 - Deploying the Model in other environments/9 - use-model.zip | 337 B |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/4 - Creating a REST API for the Machine Learning Model/11 - Flask REST API Hello World.mp4 | 42.61 MB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/4 - Creating a REST API for the Machine Learning Model/11 - Flask REST API Hello World.vtt | 5.1 KB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/4 - Creating a REST API for the Machine Learning Model/11 - flask-hello-world.zip | 672 B |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/4 - Creating a REST API for the Machine Learning Model/12 - classifier-rest-service.zip | 822 B |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/4 - Creating a REST API for the Machine Learning Model/12 - Creating a REST API for the Model.mp4 | 49.82 MB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/4 - Creating a REST API for the Machine Learning Model/12 - Creating a REST API for the Model.vtt | 3.95 KB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/4 - Creating a REST API for the Machine Learning Model/13 - Signing up for a Google Cloud free trial.mp4 | 25.69 MB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/4 - Creating a REST API for the Machine Learning Model/13 - Signing up for a Google Cloud free trial.vtt | 2.5 KB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/4 - Creating a REST API for the Machine Learning Model/14 - classifier-rest-service-on-GCP.zip | 898 B |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/4 - Creating a REST API for the Machine Learning Model/14 - Hosting the Machine Learning REST API on the Cloud.mp4 | 117.46 MB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/4 - Creating a REST API for the Machine Learning Model/14 - Hosting the Machine Learning REST API on the Cloud.vtt | 12.42 KB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/4 - Creating a REST API for the Machine Learning Model/15 - Deleting the VM instance.mp4 | 3.46 MB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/4 - Creating a REST API for the Machine Learning Model/15 - Deleting the VM instance.vtt | 852 B |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/4 - Creating a REST API for the Machine Learning Model/16 - google-cloud-functions-serverless-ml.zip | 851 B |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/4 - Creating a REST API for the Machine Learning Model/16 - Serverless Machine Learning API using Cloud Functions.mp4 | 75.63 MB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/4 - Creating a REST API for the Machine Learning Model/16 - Serverless Machine Learning API using Cloud Functions.vtt | 12.05 KB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/4 - Creating a REST API for the Machine Learning Model/17 - colab-rest-api.zip | 4.81 KB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/4 - Creating a REST API for the Machine Learning Model/17 - Creating a REST API on Google Colab.mp4 | 35.47 MB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/4 - Creating a REST API for the Machine Learning Model/17 - Creating a REST API on Google Colab.vtt | 4.94 KB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/4 - Creating a REST API for the Machine Learning Model/18 - Postman REST client.mp4 | 11.96 MB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/4 - Creating a REST API for the Machine Learning Model/18 - Postman REST client.vtt | 2.33 KB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/5 - Deploying Deep Learning Models/19 - Understanding Deep Learning Neural Network.mp4 | 22.35 MB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/5 - Deploying Deep Learning Models/19 - Understanding Deep Learning Neural Network.vtt | 5.67 KB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/5 - Deploying Deep Learning Models/20 - Building and deploying PyTorch models.mp4 | 82.36 MB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/5 - Deploying Deep Learning Models/20 - Building and deploying PyTorch models.vtt | 11.09 KB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/5 - Deploying Deep Learning Models/20 - save-export-reload-pytorch-models.zip | 11.26 KB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/5 - Deploying Deep Learning Models/21 - Creating a REST API for the PyTorch Model.mp4 | 59.02 MB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/5 - Deploying Deep Learning Models/21 - Creating a REST API for the PyTorch Model.vtt | 2.77 KB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/5 - Deploying Deep Learning Models/21 - pytorch-flask.zip | 777 B |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/5 - Deploying Deep Learning Models/22 - Saving loading TensorFlow Keras models.mp4 | 63.48 MB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/5 - Deploying Deep Learning Models/22 - Saving loading TensorFlow Keras models.vtt | 6.45 KB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/5 - Deploying Deep Learning Models/22 - tf-serving-save-export.zip | 21.15 KB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/5 - Deploying Deep Learning Models/23 - Understanding Docker containers.mp4 | 5.8 MB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/5 - Deploying Deep Learning Models/23 - Understanding Docker containers.vtt | 3.24 KB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/5 - Deploying Deep Learning Models/24 - Creating a REST API using TensorFlow Model Server.mp4 | 69.52 MB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/5 - Deploying Deep Learning Models/24 - Creating a REST API using TensorFlow Model Server.vtt | 6.08 KB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/5 - Deploying Deep Learning Models/24 - tf-model-serving.zip | 3.04 KB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/5 - Deploying Deep Learning Models/25 - Converting a PyTorch model to TensorFlow format using ONNX.mp4 | 29.24 MB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/5 - Deploying Deep Learning Models/25 - Converting a PyTorch model to TensorFlow format using ONNX.vtt | 3.19 KB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/5 - Deploying Deep Learning Models/25 - pytorch-create-save-onnx.zip | 7.48 KB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/6 - Deploying NLP models for Twitter sentiment analysis/26 - Converting text to numeric values using bagofwords model.mp4 | 41.26 MB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/6 - Deploying NLP models for Twitter sentiment analysis/26 - Converting text to numeric values using bagofwords model.vtt | 5.29 KB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/6 - Deploying NLP models for Twitter sentiment analysis/27 - tfidf model for converting text to numeric values.mp4 | 51.48 MB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/6 - Deploying NLP models for Twitter sentiment analysis/27 - tfidf model for converting text to numeric values.vtt | 4.71 KB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/6 - Deploying NLP models for Twitter sentiment analysis/28 - Creating and saving text classifier and tfidf models.mp4 | 87.55 MB |
| Udemy - Machine Learning Deep Learning model deployment (3.2023)/6 - Deploying NLP models for Twitter sentiment analysis/28 - Creating and saving text classifier and tfidf models.vtt | 11.48 KB |
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