Training Video Course

Professional Machine Learning Engineer: Professional Machine Learning Engineer

PDFs and exam guides are not so efficient, right? Prepare for your Google examination with our training course. The Professional Machine Learning Engineer course contains a complete batch of videos that will provide you with profound and thorough knowledge related to Google certification exam. Pass the Google Professional Machine Learning Engineer test with flying colors.

Rating
4.51rating
Students
100
Duration
05:34:24 h
$16.49
$14.99

Curriculum for Professional Machine Learning Engineer Certification Video Course

Name of Video Time
Play Video: Introduction
1. Introduction
1:38
Name of Video Time
Play Video: Defining ML Success Criteria
1. Defining ML Success Criteria
5:44
Play Video: Steps to Building ML Models
2. Steps to Building ML Models
7:55
Play Video: Utilizing ML Models in Production
3. Utilizing ML Models in Production
3:30
Name of Video Time
Play Video: Supervised Learning - Classification
1. Supervised Learning - Classification
8:23
Play Video: Supervised Learning - Regression
2. Supervised Learning - Regression
3:25
Play Video: Unsupervised Learning
3. Unsupervised Learning
5:44
Play Video: Semi-supervised Learning
4. Semi-supervised Learning
3:10
Play Video: Reinforcement Learning
5. Reinforcement Learning
2:51
Play Video: ML Model Input Structure
6. ML Model Input Structure
5:46
Play Video: ML Model Output Structure
7. ML Model Output Structure
1:57
Play Video: Risks to Successful ML Model Development
8. Risks to Successful ML Model Development
3:46
Name of Video Time
Play Video: 3 Categories of Machine Learning Problems
1. 3 Categories of Machine Learning Problems
3:15
Play Video: 2 Approaches to Machine Learning
2. 2 Approaches to Machine Learning
1:04
Play Video: Symbolic Machine Learning
3. Symbolic Machine Learning
5:43
Play Video: Neural Networks and Machine Learning
4. Neural Networks and Machine Learning
4:20
Name of Video Time
Play Video: Features and Labels
1. Features and Labels
2:28
Play Video: Feature Engineering
2. Feature Engineering
5:17
Play Video: Model Building
3. Model Building
3:48
Play Video: Evaluating Models
4. Evaluating Models
4:48
Play Video: Gradient Descent and Backpropagation
5. Gradient Descent and Backpropagation
7:22
Play Video: Troubleshooting Machine Learning Models
6. Troubleshooting Machine Learning Models
5:10
Play Video: Building Models in Google Cloud
7. Building Models in Google Cloud
3:40
Play Video: Using Pretrained Models
8. Using Pretrained Models
2:38
Name of Video Time
Play Video: Overview of ML Pipelines
1. Overview of ML Pipelines
6:11
Play Video: 3 Steps to Production
2. 3 Steps to Production
3:42
Play Video: Comprehensive ML Services
3. Comprehensive ML Services
3:39
Name of Video Time
Play Video: Introduction to Vertex AI
1. Introduction to Vertex AI
3:04
Play Video: Vetex AI Datasets
2. Vetex AI Datasets
5:53
Play Video: Vertex AI Featurestore
3. Vertex AI Featurestore
4:35
Play Video: Vertex AI Workbences
4. Vertex AI Workbences
3:43
Play Video: Vetex AI Training
5. Vetex AI Training
5:23
Play Video: Introduction to Cloud Storage
6. Introduction to Cloud Storage
7:55
Play Video: Introduction to BigQuery
7. Introduction to BigQuery
6:11
Play Video: Introduction to Cloud Dataflow
8. Introduction to Cloud Dataflow
2:51
Play Video: Introduction to Cloud Dataproc
9. Introduction to Cloud Dataproc
3:20
Name of Video Time
Play Video: Virtual Machines and Containers
1. Virtual Machines and Containers
6:11
Play Video: GPUs and TPUs
2. GPUs and TPUs
2:36
Play Video: Edge Devices
3. Edge Devices
2:26
Play Video: Securing ML Models
4. Securing ML Models
5:30
Play Video: Protecting Privacy in ML Models
5. Protecting Privacy in ML Models
6:19
Name of Video Time
Play Video: Basic Statistics for Data Exploration
1. Basic Statistics for Data Exploration
3:18
Play Video: Encoding Data
2. Encoding Data
5:24
Play Video: Feature Selection
3. Feature Selection
4:25
Play Video: Class Imbalance
4. Class Imbalance
6:15
Play Video: Feature Crosses
5. Feature Crosses
4:04
Play Video: TensorFlow Transforms
6. TensorFlow Transforms
32:34
Name of Video Time
Play Video: Organizing and Optimizing Training Sets
1. Organizing and Optimizing Training Sets
4:39
Play Video: Handling Missing Data
2. Handling Missing Data
5:59
Play Video: Handling Outliers in Data
3. Handling Outliers in Data
6:00
Play Video: Avoiding Data Leakage
4. Avoiding Data Leakage
3:12
Name of Video Time
Play Video: Choosing Models and Frameworks
1. Choosing Models and Frameworks
4:34
Play Video: Interpretability of Models
2. Interpretability of Models
4:32
Play Video: Transfer Learning
3. Transfer Learning
4:33
Play Video: Data Augmentation
4. Data Augmentation
4:13
Play Video: Troubleshooting Models
5. Troubleshooting Models
3:04
Name of Video Time
Play Video: Training Data File Formats
1. Training Data File Formats
6:08
Play Video: Hyperparameter Tuning
2. Hyperparameter Tuning
5:14
Play Video: Baselines and Unit Tests
3. Baselines and Unit Tests
4:05
Play Video: Distributed Training
4. Distributed Training
2:26
Name of Video Time
Play Video: Google Cloud Serving Options
1. Google Cloud Serving Options
2:44
Play Video: Scaling Prediction Services
2. Scaling Prediction Services
1:29
Play Video: Performance and Business Quality of Predictions
3. Performance and Business Quality of Predictions
4:07
Play Video: Fairness in ML Models
4. Fairness in ML Models
4:25
Name of Video Time
Play Video: Optimizing Training Pipelines
1. Optimizing Training Pipelines
9:36
Play Video: Optimizing Serving Pipelines
2. Optimizing Serving Pipelines
4:45
Name of Video Time
Play Video: Exam Strategies and Tips
1. Exam Strategies and Tips
6:45
Play Video: Additional Resources to Help Prepare for the Exam
2. Additional Resources to Help Prepare for the Exam
2:30
Name of Video Time
Play Video: Thank you for taking the course!
1. Thank you for taking the course!
0:33

Google Professional Machine Learning Engineer Exam Dumps, Practice Test Questions

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Google Professional Machine Learning Engineer Premium Bundle
$69.97
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Professional Machine Learning Engineer Premium Bundle

  • Premium File: 294 Questions & Answers. Last update: Dec 3, 2024
  • Training Course: 69 Video Lectures
  • Study Guide: 376 Pages
  • Latest Questions
  • 100% Accurate Answers
  • Fast Exam Updates

Professional Machine Learning Engineer Premium Bundle

Google Professional Machine Learning Engineer Premium Bundle
  • Premium File: 294 Questions & Answers. Last update: Dec 3, 2024
  • Training Course: 69 Video Lectures
  • Study Guide: 376 Pages
  • Latest Questions
  • 100% Accurate Answers
  • Fast Exam Updates
$69.97
$49.99

Free Professional Machine Learning Engineer Exam Questions & Professional Machine Learning Engineer Dumps

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Google Professional Machine Learning Engineer Training Course

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Professional Machine Learning Engineer
Premium File
294 Q&A
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Professional Machine Learning Engineer  Training Course
Professional Machine Learning Engineer
Training Course
69 Lectures
$16.49 $14.99
Professional Machine Learning Engineer  Study Guide
Professional Machine Learning Engineer
Study Guide
376 Pages
$16.49 $14.99

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