Robert Crowe

A data scientist and TensorFlow addict, Robert has a passion for helping developers quickly learn what they need to be productive. Since the very early days, he’s used TensorFlow and is excited about how rapidly it's evolving to become even better. Before moving to data science, Robert led software engineering teams for large and small companies, focusing on providing clean, elegant solutions for well-defined needs.

Sort options

Machine Learning Modeling Pipelines in Production (Coursera)

May 20th 2024
Machine Learning Modeling Pipelines in Production (Coursera)
Course Auditing
Coursera
DeepLearning.AI
Categories
Data Science
Effort
Advanced
5-12 Weeks
5-10 Hours/Week
Languages
English
English
Machine Learning Modeling Pipelines in Production (Coursera)
In the third course of Machine Learning Engineering for Production Specialization, you will build models for different serving environments; implement tools and techniques to effectively manage your modeling resources and best serve offline and online inference requests; and use analytics tools and performance metrics to address model fairness, explainability [...]
Machine Learning Engineering for Production (MLOps) Specialization
Machine Learning
Modeling Pipelines
Fairness
AutoML
Performance Analysis
Interpretability
Model Interpretability
View more details
May 20th 2024
Course Auditing
Coursera
DeepLearning.AI
Data Science
Advanced
5-12 Weeks
5-10 Hours/Week
41.00 EUR/month
English
English

Machine Learning Data Lifecycle in Production (Coursera)

May 13th 2024
Machine Learning Data Lifecycle in Production (Coursera)
Course Auditing
Coursera
DeepLearning.AI
Categories
Data Science
Effort
Advanced
4 Weeks
5-10 Hours/Week
Languages
English
English
Machine Learning Data Lifecycle in Production (Coursera)
In the second course of Machine Learning Engineering for Production Specialization, you will build data pipelines by gathering, cleaning, and validating datasets and assessing data quality; implement feature engineering, transformation, and selection with TensorFlow Extended and get the most predictive power out of your data; and establish the data [...]
Machine Learning Engineering for Production (MLOps) Specialization
Machine Learning
ML
Data
ML Metadata
TensorFlow Extended
TFX
Data Validation
Data Transformation
View more details
May 13th 2024
Course Auditing
Coursera
DeepLearning.AI
Data Science
Advanced
4 Weeks
5-10 Hours/Week
41.00 EUR/month
English
English

Deploying Machine Learning Models in Production (Coursera)

May 8th 2024
Deploying Machine Learning Models in Production (Coursera)
Course Auditing
Coursera
DeepLearning.AI
Categories
Data Science
Effort
Advanced
3 Weeks
1-4 Hours/Week
Languages
English
English
Deploying Machine Learning Models in Production (Coursera)
In the fourth course of Machine Learning Engineering for Production Specialization, you will learn how to deploy ML models and make them available to end-users. You will build scalable and reliable hardware infrastructure to deliver inference requests both in real-time and batch depending on the use case. You will [...]
Machine Learning Engineering for Production (MLOps) Specialization
Machine Learning
TensorFlow
Monitoring
Machine Learning Operations
MLOps
General Data Protection Regulation
GDPR
View more details
May 8th 2024
Course Auditing
Coursera
DeepLearning.AI
Data Science
Advanced
3 Weeks
1-4 Hours/Week
42.00 EUR/month
English
English