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AI in Healthcare Capstone
by Matthew LungrenTop Instructor , Nigam Shah , Serena YeungTop Instructor , Tina Hernandez-Boussard , Laurence Baker- 4.6
Approx. 11 hours to complete
Phase 2: Model Training Part 1 Phase 2: Model Training, Part 1 Phase 3: Model Training Part 2 Phase 3: Model Training, Part 2 Phase 4: Model Evaluation Phase 4: Model Evaluation Phase 5: Model Deployment and Regulation, Wrap Up Phase 5: Model Deployment and Regulation...
Econometrics: Methods and Applications
by Philip Hans Franses , Christiaan Heij , Michel van der Wel , Dennis Fok , Richard Paap , Dick van Dijk , Erik Kole , Francine Gresnigt , Myrthe van Dieijen- 4.6
Approx. 66 hours to complete
Training Exercise 2. Solution Training Exercise 2. Model Specification 1 on Model Specification: Motivation 2 on Model Specification: Specification 3 on Model Specification: Transformation 4 on Model Specification: Evaluation 5 on Model Specification: Application Dataset Model Specification Training Exercise 3. Solution Training Exercise 3. Training Exercise 3. Solution Training Exercise 3....
Natural Language Processing with Probabilistic Models
by Younes Bensouda Mourri , Łukasz Kaiser , Eddy Shyu- 4.7
Approx. 28 hours to complete
d) Write your own Word2Vec model that uses a neural network to compute word embeddings using a continuous bag-of-words model. Building the model Building the model II Building the model Building the model II Architecture for the CBOW Model Training a CBOW Model: Cost Function Training a CBOW Model: Forward Propagation Training a CBOW Model: Backpropagation and Gradient Descent...
ML Pipelines on Google Cloud
by Google Cloud Training- 3.7
Approx. 11 hours to complete
You will also learn how to use another tool on Google Cloud, Cloud Composer, to orchestrate your continuous training pipelines. TFX standard model components TFX ML Metadata data model Continuous Training with multiple SDKs, KubeFlow & AI Platform Pipelines Containerized Training Applications Continuous Training Continuous Training Pipelines using Cloud Composer : Model...
Science of Training Young Athletes Part 2
by Dr. Chris Brooks- 5
Approx. 25 hours to complete
In this course you will learn how to design the type of training that takes advantage of the plastic nature of the athlete’s body so you mold the right phenotype for a sport. Growth Versus Training Training Safely Training effect on human growth hormone Training continuum Generalized training effect Residual training effects...
Machine Translation
by Alexander Waibel , Jan Niehues- 4.6
Approx. 27 hours to complete
A main focus of the course will be the current state-of-the-art neural machine translation technology which uses deep learning methods to model the translation process. Language Model From Noisy channel model to Log-linear Model Language Model From Noisy-channel model to Log-linear model Feed Foward Neural Network Language Model Reccurent Neural Network Language Model...
Advanced Data Science Capstone
by Romeo Kienzler- 4.6
Approx. 9 hours to complete
Process Model Guidelines Week 3 - Model Definition and Training Model Definition Model Training Model Evaluation, Tuning, Deployment and Documentation Model Evaluation Model Deployment...
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Follow a Machine Learning Workflow
by Renée Cummings- 0.0
Approx. 20 hours to complete
This second course within the Certified Artificial Intelligence Practitioner (CAIP) professional certificate explores each step along the machine learning workflow, from problem formulation all the way to model presentation and deployment. Guidelines for Preparing Training and Testing Data Guidelines for Training and Tuning the Model Setting Up and Training the Model...
Customising your models with TensorFlow 2
by Dr Kevin Webster- 4.8
Approx. 27 hours to complete
You will use lower level APIs in TensorFlow to develop complex model architectures, fully customised layers, and a flexible data workflow. [Coding tutorial] Accessing model layers Training with Datasets [Coding tutorial] Training with Datasets Model subclassing and custom training loops Welcome to week 4 - Model subclassing and custom training loops...
Data Science at Scale - Capstone Project
by Bill Howe- 4.1
Approx. 6 hours to complete
Week 3: Construct a training dataset Week 4: Train and evaluate a simple model Milestone: Train a Simple Model...