Laurence Moroney

Laurence Moroney is a Developer Advocate at Google working on Artificial Intelligence with TensorFlow. As the author of more programming books than he can count, he's excited to be working with deeplearn.ai and Coursera in producing video training. When not working with technology, he's a member of the Science Fiction Writers of America, having authored several science fiction novels, a produced screenplay and comic books, including the prequel to the movie 'Equilibrium' starring Christian Bale. Laurence is based in Washington State, where he drinks way too much coffee.

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Generative Deep Learning with TensorFlow (Coursera)

Sep 23rd 2024
Generative Deep Learning with TensorFlow (Coursera)
Course Auditing
Coursera
DeepLearning.AI
Categories
Data Science
Effort
Intermediate
4 Weeks
5-10 Hours/Week
Languages
English
English
Generative Deep Learning with TensorFlow (Coursera)
In this course, you will: a) Learn neural style transfer using transfer learning: extract the content of an image (eg. swan), and the style of a painting (eg. cubist or impressionist), and combine the content and style into a new image; b) Build simple AutoEncoders on the familiar MNIST [...]
TensorFlow: Advanced Techniques Specialization
TensorFlow
Deep Learning
Autoencoders
Variational AutoEncoders
VAEs
GANs
Generative Adversarial Networks
Neural Style Transfer
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Sep 23rd 2024
Course Auditing
Coursera
DeepLearning.AI
Data Science
Intermediate
4 Weeks
5-10 Hours/Week
41.00 EUR/month
English
English

Custom Models, Layers, and Loss Functions with TensorFlow (Coursera)

Sep 23rd 2024
Custom Models, Layers, and Loss Functions with TensorFlow (Coursera)
Course Auditing
Coursera
DeepLearning.AI
Categories
Data Science
Effort
Intermediate
5-12 Weeks
5-10 Hours/Week
Languages
English
English
Custom Models, Layers, and Loss Functions with TensorFlow (Coursera)
In this course, you will: • Compare Functional and Sequential APIs, discover new models you can build with the Functional API, and build a model that produces multiple outputs including a Siamese network; • Build custom loss functions (including the contrastive loss function used in a Siamese network) in [...]
TensorFlow: Advanced Techniques Specialization
Custom Models
Players
TensorFlow
API Development
Custom Layers
APIs
Callback Programming
Loss Functions
Neural Networks
Lambda
Machine Learning
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Sep 23rd 2024
Course Auditing
Coursera
DeepLearning.AI
Data Science
Intermediate
5-12 Weeks
5-10 Hours/Week
41.00 EUR/month
English
English

Custom and Distributed Training with TensorFlow (Coursera)

Sep 23rd 2024
Custom and Distributed Training with TensorFlow (Coursera)
Course Auditing
Coursera
DeepLearning.AI
Categories
Data Science
Effort
Intermediate
4 Weeks
5-10 Hours/Week
Languages
English
English
Custom and Distributed Training with TensorFlow (Coursera)
In this course, you will: • Learn about Tensor objects, the fundamental building blocks of TensorFlow, understand the difference between the eager and graph modes in TensorFlow, and learn how to use a TensorFlow tool to calculate gradients; • Build your own custom training loops using GradientTape and TensorFlow [...]
TensorFlow: Advanced Techniques Specialization
TensorFlow
Gradient
Distribution Strategy
Loops
GPU
Machine Learning
View more details
Sep 23rd 2024
Course Auditing
Coursera
DeepLearning.AI
Data Science
Intermediate
4 Weeks
5-10 Hours/Week
41.00 EUR/month
English
English

Advanced Deployment Scenarios with TensorFlow (Coursera)

Sep 23rd 2024
Advanced Deployment Scenarios with TensorFlow (Coursera)
Course Auditing
Coursera
DeepLearning.AI
Categories
Computer Science
Effort
Intermediate
4 Weeks
1-4 Hours/Week
Languages
English
Vietnamese
Turkish
Spanish
Portuguese
Korean
Italian
German
French
English
Chinese
Romanian
Arabic
Advanced Deployment Scenarios with TensorFlow (Coursera)
Bringing a machine learning model into the real world involves a lot more than just modeling. This Specialization will teach you how to navigate various deployment scenarios and use data more effectively to train your model. In this final course, you’ll explore four different scenarios you’ll encounter when deploying [...]
TensorFlow: Data and Deployment Specialization
Deployment
TensorFlow
Software
Software Development
Computer Science
Metadata
Machine Learning
View more details
Sep 23rd 2024
Course Auditing
Coursera
DeepLearning.AI
Computer Science
Intermediate
4 Weeks
1-4 Hours/Week
41.00 EUR/month
English
Vietnamese
Turkish
Spanish
Portuguese
Korean
Italian
German
French
English
Chinese
Romanian
Arabic

Sequences, Time Series and Prediction (Coursera)

Sep 23rd 2024
Sequences, Time Series and Prediction (Coursera)
Course Auditing
Coursera
DeepLearning.AI
Categories
Data Science
Effort
Intermediate
4 Weeks
1-4 Hours/Week
Languages
English
Chinese
English
French
German
Italian
Korean
Portuguese
Russian
Arabic
Spanish
Turkish
Vietnamese
Sequences, Time Series and Prediction (Coursera)
If you are a software developer who wants to build scalable AI-powered algorithms, you need to understand how to use the tools to build them. This Specialization will teach you best practices for using TensorFlow, a popular open-source framework for machine learning.
DeepLearning.AI TensorFlow Developer Professional Certificate
Prediction
Time Series
Forecasting
Machine Learning
TensorFlow
View more details
Sep 23rd 2024
Course Auditing
Coursera
DeepLearning.AI
Data Science
Intermediate
4 Weeks
1-4 Hours/Week
41.00 EUR/month
English
Chinese
English
French
German
Italian
Korean
Portuguese
Russian
Arabic
Spanish
Turkish
Vietnamese

Natural Language Processing in TensorFlow (Coursera)

Sep 18th 2024
Natural Language Processing in TensorFlow (Coursera)
Course Auditing
Coursera
DeepLearning.AI
Categories
Data Science
Effort
Intermediate
4 Weeks
1-4 Hours/Week
Languages
English
Arabic
Chinese
English
French
German
Italian
Korean
Portuguese
Russian
Spanish
Turkish
Vietnamese
Natural Language Processing in TensorFlow (Coursera)
If you are a software developer who wants to build scalable AI-powered algorithms, you need to understand how to use the tools to build them. This Specialization will teach you best practices for using TensorFlow, a popular open-source framework for machine learning.
DeepLearning.AI TensorFlow Developer Professional Certificate
Natural Language Processing
Tokenization
Machine Learning
TensorFlow
RNN
GRU
LSTM
View more details
Sep 18th 2024
Course Auditing
Coursera
DeepLearning.AI
Data Science
Intermediate
4 Weeks
1-4 Hours/Week
41.00 EUR/month
English
Arabic
Chinese
English
French
German
Italian
Korean
Portuguese
Russian
Spanish
Turkish
Vietnamese

Advanced Computer Vision with TensorFlow (Coursera)

Sep 16th 2024
Advanced Computer Vision with TensorFlow (Coursera)
Course Auditing
Coursera
DeepLearning.AI
Categories
Data Science
Effort
Intermediate
4 Weeks
5-10 Hours/Week
Languages
English
English
Advanced Computer Vision with TensorFlow (Coursera)
In this course, you will: a) Explore image classification, image segmentation, object localization, and object detection. Apply transfer learning to object localization and detection; b) Apply object detection models such as regional-CNN and ResNet-50, customize existing models, and build your own models to detect, localize, and label your own [...]
TensorFlow: Advanced Techniques Specialization
Computer Vision
TensorFlow
Model Interpretability
ML
FCN
Fully Convolutional Network
CNNs
Image Classification
Visualization
Object Detection
Interpretability
Image Segmentation
View more details
Sep 16th 2024
Course Auditing
Coursera
DeepLearning.AI
Data Science
Intermediate
4 Weeks
5-10 Hours/Week
41.00 EUR/month
English
English

Device-based Models with TensorFlow Lite (Coursera)

Sep 16th 2024
Device-based Models with TensorFlow Lite (Coursera)
Course Auditing
Coursera
DeepLearning.AI
Categories
Computer Science
CS: Software Engineering
Effort
Intermediate
4 Weeks
1-4 Hours/Week
Languages
English
English
Arabic
French
Portuguese
Italian
Vietnamese
German
Russian
Spanish
Device-based Models with TensorFlow Lite (Coursera)
Bringing a machine learning model into the real world involves a lot more than just modeling. This Specialization will teach you how to navigate various deployment scenarios and use data more effectively to train your model. This second course teaches you how to run your machine learning models in [...]
TensorFlow: Data and Deployment Specialization
TensorFlow Lite
Mathematical Optimization
Object Detection
Machine Learning
TensorFlow
Android Apps
iOS App
View more details
Sep 16th 2024
Course Auditing
Coursera
DeepLearning.AI
Computer Science
CS: Software Engineering
Intermediate
4 Weeks
1-4 Hours/Week
42.00 EUR/month
English
English
Arabic
French
Portuguese
Italian
Vietnamese
German
Russian
Spanish

Browser-based Models with TensorFlow.js (Coursera)

Sep 16th 2024
Browser-based Models with TensorFlow.js (Coursera)
Course Auditing
Coursera
DeepLearning.AI
Categories
Computer Science
CS: Software Engineering
Effort
Intermediate
4 Weeks
5-10 Hours/Week
Languages
English
Arabic
French
Portuguese
Italian
Vietnamese
German
Russian
English
Spanish
Browser-based Models with TensorFlow.js (Coursera)
Bringing a machine learning model into the real world involves a lot more than just modeling. This Specialization will teach you how to navigate various deployment scenarios and use data more effectively to train your model. In this first course, you’ll train and run machine learning models in any [...]
TensorFlow: Data and Deployment Specialization
TensorFlow.js
TensorFlow
Machine Learning
Convolutional Neural Networks
Object Detection
CNNs
View more details
Sep 16th 2024
Course Auditing
Coursera
DeepLearning.AI
Computer Science
CS: Software Engineering
Intermediate
4 Weeks
5-10 Hours/Week
40.00 EUR/month
English
Arabic
French
Portuguese
Italian
Vietnamese
German
Russian
English
Spanish

Data Pipelines with TensorFlow Data Services (Coursera)

Sep 16th 2024
Data Pipelines with TensorFlow Data Services (Coursera)
Course Auditing
Coursera
DeepLearning.AI
Categories
Computer Science
CS: Software Engineering
Effort
Intermediate
4 Weeks
1-4 Hours/Week
Languages
English
English
Arabic
French
Portuguese
Italian
Vietnamese
German
Russian
Spanish
Data Pipelines with TensorFlow Data Services (Coursera)
Bringing a machine learning model into the real world involves a lot more than just modeling. This Specialization will teach you how to navigate various deployment scenarios and use data more effectively to train your model.
TensorFlow: Data and Deployment Specialization
Data Pipelines
TensorFlow
Artificial Neural Networks
Extraction Transformation and Loading
ETL
Datasets
View more details
Sep 16th 2024
Course Auditing
Coursera
DeepLearning.AI
Computer Science
CS: Software Engineering
Intermediate
4 Weeks
1-4 Hours/Week
41.00 EUR/month
English
English
Arabic
French
Portuguese
Italian
Vietnamese
German
Russian
Spanish