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Language:
English
Total Size:
3.4 GB
Info Hash:
5A17A0CC5D6A074264E2422CE08E9B73DF450B7A
Added By:
Added:
Dec. 2, 2024, 7:33 p.m.
Stats:
|
(Last updated: April 30, 2025, 8:43 a.m.)
| File | Size |
|---|---|
| Get Bonus Downloads Here.url | 182 bytes |
| 1 -Introduction.mp4 | 30.9 MB |
| 10 -Tensorboard.mp4 | 44.3 MB |
| 11 -Regularizations.mp4 | 83.2 MB |
| 12 -Regularizations Demo.mp4 | 32.5 MB |
| 13 -Feature Cross and One Hot Encoding.mp4 | 66.7 MB |
| 14 -Neural Networks (NN).mp4 | 78.9 MB |
| 15 -Embeddings.mp4 | 126.4 MB |
| 16 -TensorFlow Keras.mp4 | 66.7 MB |
| 17 -Sequential Model.mp4 | 99.3 MB |
| 18 -Model Save and Load for Serving.mp4 | 56.3 MB |
| 19 -Functional Model.mp4 | 71.4 MB |
| 2 -Bootstrapping Machine Learning.mp4 | 34.4 MB |
| 20 -Convolutional Neural Networks (CNN).mp4 | 153.2 MB |
| 21 -K-Nearest Neighbors algorithm (K-NN).mp4 | 57.6 MB |
| 22 -K-NN Classifier.mp4 | 66.9 MB |
| 23 -Decision Tree, Random Forest and Gini Index.mp4 | 80.4 MB |
| 24 -Boosting AdaBoost.mp4 | 45.0 MB |
| 25 -Other Concepts Ensemble, Boosting Bagging, Binning.mp4 | 29.5 MB |
| 3 -Lets Understand Machine Learning Core Concepts.mp4 | 64.5 MB |
| 4 -Machine Learning Types - Core 1.mp4 | 48.4 MB |
| 5 -Machine Learning Types - Core 2.mp4 | 84.7 MB |
| 6 -ML Engineer Section 00 - Chap 06 regression linear and logistics v01_D1.mp4 | 33.0 MB |
| 6 -Regression and Classification.mp4 | 40.9 MB |
| 7 -Training and Loss function.mp4 | 49.5 MB |
| 8 -Training and Loss function Precision and Recall.mp4 | 79.0 MB |
| 9 -Hyperparameter Tunning.mp4 | 65.8 MB |
| 1 -Section 6 - Overview.mp4 | 7.3 MB |
| 2 -6.1 Identifying Risks to AI Solutions.mp4 | 29.8 MB |
| 3 -6.1 Model Explainability.mp4 | 16.4 MB |
| 4 -6.2 Monitoring, Testing, and Troubleshooting ML Solutions.mp4 | 22.2 MB |
| 1 -Getting Started on Google Cloud Platform.mp4 | 125.1 MB |
| 2 -Google Cloud Platform Concepts.mp4 | 76.9 MB |
| 3 -Google Cloud Platform Concepts 2.mp4 | 43.4 MB |
| 4 -GCP - Compute Service.mp4 | 46.5 MB |
| 5 -GCP Database Service.mp4 | 53.0 MB |
| 6 -GCP Bigdata Services.mp4 | 47.9 MB |
| 7 -GCP Operations.mp4 | 38.0 MB |
| 8 -GCP Networks.mp4 | 38.3 MB |
| 9 -GCP Security.mp4 | 28.9 MB |
| 1 -Machine Learning on Google Cloud.mp4 | 43.2 MB |
| 2 -Vertex AI.mp4 | 17.0 MB |
| 3 -Datasets.mp4 | 27.8 MB |
| 4 -Feature Store.mp4 | 22.5 MB |
| 5 -AutoML.mp4 | 125.6 MB |
| 6 -Taking Sample ML Algorithms to GCP Part 1.mp4 | 26.6 MB |
| 7 -Training on GCP 2.mp4 | 104.8 MB |
| 8 -Training on GCP 3.mp4 | 81.6 MB |
| 1 -Professional Machine Learning Engineer Certifications 2024.mp4 | 10.7 MB |
| 1 -Section 1 - Overview.mp4 | 23.9 MB |
| 2 -1.1 Developing ML models by using BigQuery ML.mp4 | 54.7 MB |
| 3 -BigQuery ML Create Model.mp4 | 55.1 MB |
| 4 -BigQuery ML Evaluate.mp4 | 9.0 MB |
| 5 -BigQuery ML Prediction.mp4 | 10.2 MB |
| 6 -BigQuery ML Feature Engineering.mp4 | 33.1 MB |
| 7 -Section 1.2 Building AI solutions by using ML APIs.mp4 | 55.8 MB |
| 8 -Section 1.2 Retail and Document AI.mp4 | 43.9 MB |
| 1 -Section 2 - Overview.mp4 | 21.3 MB |
| 2 -2.1 Exploring and preprocessing organization-wide data.mp4 | 43.0 MB |
| 3 -2.2 Model Prototyping using Jupyter notebooks.mp4 | 12.5 MB |
| 4 -2.2 Security Best Practices.mp4 | 46.0 MB |
| 5 -2.3 Tracking and running ML experiments.mp4 | 44.0 MB |
| 1 -Section 3 - Overview.mp4 | 9.2 MB |
| 2 -3.1 Building Models - Frameworks.mp4 | 3.6 MB |
| 3 -3.2 Training Models.mp4 | 18.5 MB |
| 4 -3.3 Choosing Appropriate Hardware.mp4 | 49.1 MB |
| 5 -3.3 Distributed Training.mp4 | 48.0 MB |
| 1 -Section 4 - Overview.mp4 | 13.9 MB |
| 2 -4.1 Serving Model.mp4 | 54.3 MB |
| 3 -4.2 Scaling Online Model Serving.mp4 | 58.4 MB |
| 1 -Section 5 - Overview.mp4 | 14.1 MB |
| 2 -5.1 Developing end-to-end ML Pipelines.mp4 | 47.7 MB |
| 3 -5.2 Automating model Retraining.mp4 | 23.6 MB |
| Bonus Resources.txt | 386 bytes |
Name
DL
Uploader
Size
S/L
Added
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3.4 GB
[28
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5]
2024-12-02
| Uploaded by FreeCourseWeb | Size 3.4 GB | Health [ 28 /5 ] | Added 2024-12-02 |
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303.4 MB
[1
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3]
2025-07-31
| Uploaded by freecoursewb | Size 303.4 MB | Health [ 1 /3 ] | Added 2025-07-31 |
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259.1 MB
[4
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7]
2023-10-22
| Uploaded by freecoursewb | Size 259.1 MB | Health [ 4 /7 ] | Added 2023-10-22 |
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10.1 MB
[21
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3]
2023-11-04
| Uploaded by indexFroggy | Size 10.1 MB | Health [ 21 /3 ] | Added 2023-11-04 |
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784.5 KB
[8
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1]
2024-02-17
| Uploaded by indexFroggy | Size 784.5 KB | Health [ 8 /1 ] | Added 2024-02-17 |
NOTE
SOURCE: Google Professional Machine Learning Engineer Certifications DevCourseWeb
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