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文档列表

~Get Your Files Here !/1 - Introduction to Machine Learning/20 -Convolutional Neural Networks (CNN).mp4 160.6 MB
~Get Your Files Here !/1 - Introduction to Machine Learning/15 -Embeddings.mp4 132.5 MB
~Get Your Files Here !/3 - Introduction to Machine Learning on GCP/5 -AutoML.mp4 131.7 MB
~Get Your Files Here !/2 - Introduction to Google Cloud Platform/1 -Getting Started on Google Cloud Platform.mp4 131.2 MB
~Get Your Files Here !/3 - Introduction to Machine Learning on GCP/7 -Training on GCP 2.mp4 109.9 MB
~Get Your Files Here !/1 - Introduction to Machine Learning/17 -Sequential Model.mp4 104.1 MB
~Get Your Files Here !/1 - Introduction to Machine Learning/5 -Machine Learning Types - Core 2.mp4 88.8 MB
~Get Your Files Here !/1 - Introduction to Machine Learning/11 -Regularizations.mp4 87.2 MB
~Get Your Files Here !/3 - Introduction to Machine Learning on GCP/8 -Training on GCP 3.mp4 85.6 MB
~Get Your Files Here !/1 - Introduction to Machine Learning/23 -Decision Tree, Random Forest and Gini Index.mp4 84.3 MB
~Get Your Files Here !/1 - Introduction to Machine Learning/8 -Training and Loss function Precision and Recall.mp4 82.8 MB
~Get Your Files Here !/1 - Introduction to Machine Learning/14 -Neural Networks (NN).mp4 82.8 MB
~Get Your Files Here !/2 - Introduction to Google Cloud Platform/2 -Google Cloud Platform Concepts.mp4 80.7 MB
~Get Your Files Here !/1 - Introduction to Machine Learning/19 -Functional Model.mp4 74.8 MB
~Get Your Files Here !/1 - Introduction to Machine Learning/22 -K-NN Classifier.mp4 70.2 MB
~Get Your Files Here !/1 - Introduction to Machine Learning/16 -TensorFlow Keras.mp4 69.9 MB
~Get Your Files Here !/1 - Introduction to Machine Learning/13 -Feature Cross and One Hot Encoding.mp4 69.9 MB
~Get Your Files Here !/1 - Introduction to Machine Learning/9 -Hyperparameter Tunning.mp4 69.0 MB
~Get Your Files Here !/1 - Introduction to Machine Learning/3 -Lets Understand Machine Learning Core Concepts.mp4 67.7 MB
~Get Your Files Here !/8 - Section 4 Serving and Scaling Models/3 -4.2 Scaling Online Model Serving.mp4 61.3 MB
~Get Your Files Here !/1 - Introduction to Machine Learning/21 -K-Nearest Neighbors algorithm (K-NN).mp4 60.4 MB
~Get Your Files Here !/1 - Introduction to Machine Learning/18 -Model Save and Load for Serving.mp4 59.1 MB
~Get Your Files Here !/5 - Section 1 Architecting low-code ML solutions/7 -Section 1.2 Building AI solutions by using ML APIs.mp4 58.5 MB
~Get Your Files Here !/5 - Section 1 Architecting low-code ML solutions/3 -BigQuery ML Create Model.mp4 57.8 MB
~Get Your Files Here !/5 - Section 1 Architecting low-code ML solutions/2 -1.1 Developing ML models by using BigQuery ML.mp4 57.4 MB
~Get Your Files Here !/8 - Section 4 Serving and Scaling Models/2 -4.1 Serving Model.mp4 56.9 MB
~Get Your Files Here !/2 - Introduction to Google Cloud Platform/5 -GCP Database Service.mp4 55.6 MB
~Get Your Files Here !/1 - Introduction to Machine Learning/7 -Training and Loss function.mp4 51.9 MB
~Get Your Files Here !/7 - Section 3 Scaling prototypes into ML models/4 -3.3 Choosing Appropriate Hardware.mp4 51.5 MB
~Get Your Files Here !/1 - Introduction to Machine Learning/4 -Machine Learning Types - Core 1.mp4 50.7 MB
~Get Your Files Here !/7 - Section 3 Scaling prototypes into ML models/5 -3.3 Distributed Training.mp4 50.4 MB
~Get Your Files Here !/2 - Introduction to Google Cloud Platform/6 -GCP Bigdata Services.mp4 50.2 MB
~Get Your Files Here !/9 - Section 5 Automating and Orchestrating ML pipelines/2 -5.1 Developing end-to-end ML Pipelines.mp4 50.0 MB
~Get Your Files Here !/2 - Introduction to Google Cloud Platform/4 -GCP - Compute Service.mp4 48.8 MB
~Get Your Files Here !/6 - Section 2 Collaborating within and across teams to manage data and Models/4 -2.2 Security Best Practices.mp4 48.3 MB
~Get Your Files Here !/1 - Introduction to Machine Learning/24 -Boosting AdaBoost.mp4 47.2 MB
~Get Your Files Here !/1 - Introduction to Machine Learning/10 -Tensorboard.mp4 46.5 MB
~Get Your Files Here !/6 - Section 2 Collaborating within and across teams to manage data and Models/5 -2.3 Tracking and running ML experiments.mp4 46.1 MB
~Get Your Files Here !/5 - Section 1 Architecting low-code ML solutions/8 -Section 1.2 Retail and Document AI.mp4 46.1 MB
~Get Your Files Here !/2 - Introduction to Google Cloud Platform/3 -Google Cloud Platform Concepts 2.mp4 45.5 MB
~Get Your Files Here !/3 - Introduction to Machine Learning on GCP/1 -Machine Learning on Google Cloud.mp4 45.3 MB
~Get Your Files Here !/6 - Section 2 Collaborating within and across teams to manage data and Models/2 -2.1 Exploring and preprocessing organization-wide data.mp4 45.1 MB
~Get Your Files Here !/1 - Introduction to Machine Learning/6 -Regression and Classification.mp4 42.9 MB
~Get Your Files Here !/2 - Introduction to Google Cloud Platform/8 -GCP Networks.mp4 40.2 MB
~Get Your Files Here !/2 - Introduction to Google Cloud Platform/7 -GCP Operations.mp4 39.9 MB
~Get Your Files Here !/1 - Introduction to Machine Learning/2 -Bootstrapping Machine Learning.mp4 36.1 MB
~Get Your Files Here !/5 - Section 1 Architecting low-code ML solutions/6 -BigQuery ML Feature Engineering.mp4 34.7 MB
~Get Your Files Here !/1 - Introduction to Machine Learning/6 -ML Engineer Section 00 - Chap 06 regression linear and logistics v01_D1.mp4 34.6 MB
~Get Your Files Here !/1 - Introduction to Machine Learning/12 -Regularizations Demo.mp4 34.1 MB
~Get Your Files Here !/1 - Introduction to Machine Learning/1 -Introduction.mp4 32.4 MB
~Get Your Files Here !/10 - Section 6.0 Monitoring ML Solutions/2 -6.1 Identifying Risks to AI Solutions.mp4 31.2 MB
~Get Your Files Here !/1 - Introduction to Machine Learning/25 -Other Concepts Ensemble, Boosting Bagging, Binning.mp4 30.9 MB
~Get Your Files Here !/2 - Introduction to Google Cloud Platform/9 -GCP Security.mp4 30.3 MB
~Get Your Files Here !/3 - Introduction to Machine Learning on GCP/3 -Datasets.mp4 29.2 MB
~Get Your Files Here !/3 - Introduction to Machine Learning on GCP/6 -Taking Sample ML Algorithms to GCP Part 1.mp4 27.9 MB
~Get Your Files Here !/5 - Section 1 Architecting low-code ML solutions/1 -Section 1 - Overview.mp4 25.0 MB
~Get Your Files Here !/9 - Section 5 Automating and Orchestrating ML pipelines/3 -5.2 Automating model Retraining.mp4 24.7 MB
~Get Your Files Here !/3 - Introduction to Machine Learning on GCP/4 -Feature Store.mp4 23.6 MB
~Get Your Files Here !/10 - Section 6.0 Monitoring ML Solutions/4 -6.2 Monitoring, Testing, and Troubleshooting ML Solutions.mp4 23.3 MB
~Get Your Files Here !/6 - Section 2 Collaborating within and across teams to manage data and Models/1 -Section 2 - Overview.mp4 22.3 MB
~Get Your Files Here !/7 - Section 3 Scaling prototypes into ML models/3 -3.2 Training Models.mp4 19.4 MB
~Get Your Files Here !/3 - Introduction to Machine Learning on GCP/2 -Vertex AI.mp4 17.9 MB
~Get Your Files Here !/10 - Section 6.0 Monitoring ML Solutions/3 -6.1 Model Explainability.mp4 17.2 MB
~Get Your Files Here !/9 - Section 5 Automating and Orchestrating ML pipelines/1 -Section 5 - Overview.mp4 14.8 MB
~Get Your Files Here !/8 - Section 4 Serving and Scaling Models/1 -Section 4 - Overview.mp4 14.5 MB
~Get Your Files Here !/6 - Section 2 Collaborating within and across teams to manage data and Models/3 -2.2 Model Prototyping using Jupyter notebooks.mp4 13.1 MB
~Get Your Files Here !/4 - Googles Professional Machine Learning Engineer Certifications/1 -Professional Machine Learning Engineer Certifications 2024.mp4 11.2 MB
~Get Your Files Here !/5 - Section 1 Architecting low-code ML solutions/5 -BigQuery ML Prediction.mp4 10.7 MB
~Get Your Files Here !/7 - Section 3 Scaling prototypes into ML models/1 -Section 3 - Overview.mp4 9.6 MB
~Get Your Files Here !/5 - Section 1 Architecting low-code ML solutions/4 -BigQuery ML Evaluate.mp4 9.4 MB
~Get Your Files Here !/10 - Section 6.0 Monitoring ML Solutions/1 -Section 6 - Overview.mp4 7.7 MB
~Get Your Files Here !/7 - Section 3 Scaling prototypes into ML models/2 -3.1 Building Models - Frameworks.mp4 3.8 MB
~Get Your Files Here !/Bonus Resources.txt 386 Bytes
Get Bonus Downloads Here.url 182 Bytes

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