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Udemy - Google Professional Machine Learning Engineer Certifications
~Get Your Files Here !/1 - Introduction to Machine Learning/1 -Introduction.mp4
30.9 MB
~Get Your Files Here !/1 - Introduction to Machine Learning/10 -Tensorboard.mp4
44.3 MB
~Get Your Files Here !/1 - Introduction to Machine Learning/11 -Regularizations.mp4
83.2 MB
~Get Your Files Here !/1 - Introduction to Machine Learning/12 -Regularizations Demo.mp4
32.5 MB
~Get Your Files Here !/1 - Introduction to Machine Learning/13 -Feature Cross and One Hot Encoding.mp4
66.7 MB
~Get Your Files Here !/1 - Introduction to Machine Learning/14 -Neural Networks (NN).mp4
78.9 MB
~Get Your Files Here !/1 - Introduction to Machine Learning/15 -Embeddings.mp4
126.4 MB
~Get Your Files Here !/1 - Introduction to Machine Learning/16 -TensorFlow Keras.mp4
66.7 MB
~Get Your Files Here !/1 - Introduction to Machine Learning/17 -Sequential Model.mp4
99.3 MB
~Get Your Files Here !/1 - Introduction to Machine Learning/18 -Model Save and Load for Serving.mp4
56.3 MB
~Get Your Files Here !/1 - Introduction to Machine Learning/19 -Functional Model.mp4
71.4 MB
~Get Your Files Here !/1 - Introduction to Machine Learning/2 -Bootstrapping Machine Learning.mp4
34.4 MB
~Get Your Files Here !/1 - Introduction to Machine Learning/20 -Convolutional Neural Networks (CNN).mp4
153.2 MB
~Get Your Files Here !/1 - Introduction to Machine Learning/21 -K-Nearest Neighbors algorithm (K-NN).mp4
57.6 MB
~Get Your Files Here !/1 - Introduction to Machine Learning/22 -K-NN Classifier.mp4
66.9 MB
~Get Your Files Here !/1 - Introduction to Machine Learning/23 -Decision Tree, Random Forest and Gini Index.mp4
80.4 MB
~Get Your Files Here !/1 - Introduction to Machine Learning/24 -Boosting AdaBoost.mp4
45 MB
~Get Your Files Here !/1 - Introduction to Machine Learning/25 -Other Concepts Ensemble, Boosting Bagging, Binning.mp4
29.5 MB
~Get Your Files Here !/1 - Introduction to Machine Learning/3 -Lets Understand Machine Learning Core Concepts.mp4
64.5 MB
~Get Your Files Here !/1 - Introduction to Machine Learning/4 -Machine Learning Types - Core 1.mp4
48.4 MB
~Get Your Files Here !/1 - Introduction to Machine Learning/5 -Machine Learning Types - Core 2.mp4
84.7 MB
~Get Your Files Here !/1 - Introduction to Machine Learning/6 -ML Engineer Section 00 - Chap 06 regression linear and logistics v01_D1.mp4
33 MB
~Get Your Files Here !/1 - Introduction to Machine Learning/6 -Regression and Classification.mp4
40.9 MB
~Get Your Files Here !/1 - Introduction to Machine Learning/7 -Training and Loss function.mp4
49.5 MB
~Get Your Files Here !/1 - Introduction to Machine Learning/8 -Training and Loss function Precision and Recall.mp4
79 MB
~Get Your Files Here !/1 - Introduction to Machine Learning/9 -Hyperparameter Tunning.mp4
65.8 MB
~Get Your Files Here !/10 - Section 6.0 Monitoring ML Solutions/1 -Section 6 - Overview.mp4
7.3 MB
~Get Your Files Here !/10 - Section 6.0 Monitoring ML Solutions/2 -6.1 Identifying Risks to AI Solutions.mp4
29.8 MB
~Get Your Files Here !/10 - Section 6.0 Monitoring ML Solutions/3 -6.1 Model Explainability.mp4
16.4 MB
~Get Your Files Here !/10 - Section 6.0 Monitoring ML Solutions/4 -6.2 Monitoring, Testing, and Troubleshooting ML Solutions.mp4
22.2 MB
~Get Your Files Here !/2 - Introduction to Google Cloud Platform/1 -Getting Started on Google Cloud Platform.mp4
125.1 MB
~Get Your Files Here !/2 - Introduction to Google Cloud Platform/2 -Google Cloud Platform Concepts.mp4
76.9 MB
~Get Your Files Here !/2 - Introduction to Google Cloud Platform/3 -Google Cloud Platform Concepts 2.mp4
43.4 MB
~Get Your Files Here !/2 - Introduction to Google Cloud Platform/4 -GCP - Compute Service.mp4
46.5 MB
~Get Your Files Here !/2 - Introduction to Google Cloud Platform/5 -GCP Database Service.mp4
53 MB
~Get Your Files Here !/2 - Introduction to Google Cloud Platform/6 -GCP Bigdata Services.mp4
47.9 MB
~Get Your Files Here !/2 - Introduction to Google Cloud Platform/7 -GCP Operations.mp4
38 MB
~Get Your Files Here !/2 - Introduction to Google Cloud Platform/8 -GCP Networks.mp4
38.3 MB
~Get Your Files Here !/2 - Introduction to Google Cloud Platform/9 -GCP Security.mp4
28.9 MB
~Get Your Files Here !/3 - Introduction to Machine Learning on GCP/1 -Machine Learning on Google Cloud.mp4
43.2 MB
~Get Your Files Here !/3 - Introduction to Machine Learning on GCP/2 -Vertex AI.mp4
17 MB
~Get Your Files Here !/3 - Introduction to Machine Learning on GCP/3 -Datasets.mp4
27.8 MB
~Get Your Files Here !/3 - Introduction to Machine Learning on GCP/4 -Feature Store.mp4
22.5 MB
~Get Your Files Here !/3 - Introduction to Machine Learning on GCP/5 -AutoML.mp4
125.6 MB
~Get Your Files Here !/3 - Introduction to Machine Learning on GCP/6 -Taking Sample ML Algorithms to GCP Part 1.mp4
26.6 MB
~Get Your Files Here !/3 - Introduction to Machine Learning on GCP/7 -Training on GCP 2.mp4
104.8 MB
~Get Your Files Here !/3 - Introduction to Machine Learning on GCP/8 -Training on GCP 3.mp4
81.6 MB
~Get Your Files Here !/4 - Googles Professional Machine Learning Engineer Certifications/1 -Professional Machine Learning Engineer Certifications 2024.mp4
10.7 MB
~Get Your Files Here !/5 - Section 1 Architecting low-code ML solutions/1 -Section 1 - Overview.mp4
23.9 MB
~Get Your Files Here !/5 - Section 1 Architecting low-code ML solutions/2 -1.1 Developing ML models by using BigQuery ML.mp4
54.7 MB
~Get Your Files Here !/5 - Section 1 Architecting low-code ML solutions/3 -BigQuery ML Create Model.mp4
55.1 MB
~Get Your Files Here !/5 - Section 1 Architecting low-code ML solutions/4 -BigQuery ML Evaluate.mp4
9 MB
~Get Your Files Here !/5 - Section 1 Architecting low-code ML solutions/5 -BigQuery ML Prediction.mp4
10.2 MB
~Get Your Files Here !/5 - Section 1 Architecting low-code ML solutions/6 -BigQuery ML Feature Engineering.mp4
33.1 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
55.8 MB
~Get Your Files Here !/5 - Section 1 Architecting low-code ML solutions/8 -Section 1.2 Retail and Document AI.mp4
43.9 MB
~Get Your Files Here !/6 - Section 2 Collaborating within and across teams to manage data and Models/1 -Section 2 - Overview.mp4
21.3 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
43 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
12.5 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
46 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
44 MB
~Get Your Files Here !/7 - Section 3 Scaling prototypes into ML models/1 -Section 3 - Overview.mp4
9.2 MB
~Get Your Files Here !/7 - Section 3 Scaling prototypes into ML models/2 -3.1 Building Models - Frameworks.mp4
3.6 MB
~Get Your Files Here !/7 - Section 3 Scaling prototypes into ML models/3 -3.2 Training Models.mp4
18.5 MB
~Get Your Files Here !/7 - Section 3 Scaling prototypes into ML models/4 -3.3 Choosing Appropriate Hardware.mp4
49.1 MB
~Get Your Files Here !/7 - Section 3 Scaling prototypes into ML models/5 -3.3 Distributed Training.mp4
48 MB
~Get Your Files Here !/8 - Section 4 Serving and Scaling Models/1 -Section 4 - Overview.mp4
13.9 MB
~Get Your Files Here !/8 - Section 4 Serving and Scaling Models/2 -4.1 Serving Model.mp4
54.3 MB
~Get Your Files Here !/8 - Section 4 Serving and Scaling Models/3 -4.2 Scaling Online Model Serving.mp4
58.4 MB
~Get Your Files Here !/9 - Section 5 Automating and Orchestrating ML pipelines/1 -Section 5 - Overview.mp4
14.1 MB
~Get Your Files Here !/9 - Section 5 Automating and Orchestrating ML pipelines/2 -5.1 Developing end-to-end ML Pipelines.mp4
47.7 MB
~Get Your Files Here !/9 - Section 5 Automating and Orchestrating ML pipelines/3 -5.2 Automating model Retraining.mp4
