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Deploying Machine Learning Models in Production (Coursera)

Nov 30th 2022
Deploying Machine Learning Models in Production (Coursera)
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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 [...]
Nov 30th 2022
Course Auditing
42.00 EUR/month

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.

IA para todos (Coursera)

La IA no es solo para ingenieros. Si desea que su organización esté mejor preparada en el uso de la IA, este es el curso que todos deberían hacer, especialmente sus colegas no técnicos.

Optimize ML Models and Deploy Human-in-the-Loop Pipelines (Coursera)

Nov 28th 2022
Optimize ML Models and Deploy Human-in-the-Loop Pipelines (Coursera)
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In the third course of the Practical Data Science Specialization, you will learn a series of performance-improvement and cost-reduction techniques to automatically tune model accuracy, compare prediction performance, and generate new training data with human intelligence. After tuning your text classifier using Amazon SageMaker Hyper-parameter Tuning (HPT), you [...]
Nov 28th 2022
Course Auditing
42.00 EUR/month

Machine Learning Data Lifecycle in Production (Coursera)

Nov 28th 2022
Machine Learning Data Lifecycle in Production (Coursera)
Course Auditing
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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 [...]
Nov 28th 2022
Course Auditing
41.00 EUR/month

Introduction to Machine Learning in Production (Coursera)

Nov 28th 2022
Introduction to Machine Learning in Production (Coursera)
Course Auditing
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In the first course of Machine Learning Engineering for Production Specialization, you will identify the various components and design an ML production system end-to-end: project scoping, data needs, modeling strategies, and deployment constraints and requirements; and learn how to establish a model baseline, address concept drift, and prototype the [...]
Nov 28th 2022
Course Auditing
42.00 EUR/month

Advanced Computer Vision with TensorFlow (Coursera)

Nov 28th 2022
Advanced Computer Vision with TensorFlow (Coursera)
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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 [...]

Apply Generative Adversarial Networks (GANs) (Coursera)

In this course, you will: explore the applications of GANs and examine them wrt data augmentation, privacy, and anonymity; leverage the image-to-image translation framework and identify applications to modalities beyond images; implement Pix2Pix, a paired image-to-image translation GAN, to adapt satellite images into map routes (and vice versa); compare [...]

Build Better Generative Adversarial Networks (GANs) (Coursera)

Nov 28th 2022
Build Better Generative Adversarial Networks (GANs) (Coursera)
Course Auditing
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Effort
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In this course, you will: Assess the challenges of evaluating GANs and compare different generative models; Use the Fréchet Inception Distance (FID) method to evaluate the fidelity and diversity of GANs; Identify sources of bias and the ways to detect it in GANs; Learn and implement the techniques associated [...]

Build Basic Generative Adversarial Networks (GANs) (Coursera)

In this course, you will: Learn about GANs and their applications; Understand the intuition behind the fundamental components of GANs; Explore and implement multiple GAN architectures; Build conditional GANs capable of generating examples from determined categories.