Antje Barth

Antje Barth is a Sr. Developer Advocate for AI and Machine Learning at Amazon Web Services (AWS). She is co-author of the O'Reilly book - Data Science on AWS. Antje frequently speaks at AI / ML conferences, events, and meetups around the world. Previously, Antje worked in technical evangelism and solutions engineering at Cisco and MapR, focused on data center technologies, big data, and AI applications. Antje co-founded the Düsseldorf chapter of Women in Big Data.

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Generative AI with Large Language Models (Coursera)

Apr 8th 2024
Generative AI with Large Language Models (Coursera)
Course Auditing
Coursera
DeepLearning.AI
Categories
Computer Science
CS: Artificial Intelligence, Robotics & Computer Vision
Effort
Intermediate
3 Weeks
5-10 Hours/Week
Languages
English
English
Generative AI with Large Language Models (Coursera)
In Generative AI with Large Language Models (LLMs), you’ll learn the fundamentals of how generative AI works, and how to deploy it in real-world applications.
Generative AI
Large Language Models
LLMs
Machine Learning
Python Programming
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Apr 8th 2024
Course Auditing
Coursera
DeepLearning.AI
Computer Science
CS: Artificial Intelligence, Robotics & Computer Vision
Intermediate
3 Weeks
5-10 Hours/Week
45.00 EUR
English
English

Build, Train, and Deploy ML Pipelines using BERT (Coursera)

Mar 25th 2024
Build, Train, and Deploy ML Pipelines using BERT (Coursera)
Course Auditing
Coursera
DeepLearning.AI
AWS
Categories
Data Science
Effort
Advanced
3 Weeks
1-4 Hours/Week
Languages
English
English
Build, Train, and Deploy ML Pipelines using BERT (Coursera)
In the second course of the Practical Data Science Specialization, you will learn to automate a natural language processing task by building an end-to-end machine learning pipeline using Hugging Face’s highly-optimized implementation of the state-of-the-art BERT algorithm with Amazon SageMaker Pipelines. Your pipeline will first transform the dataset into [...]
Practical Data Science Specialization
ML Pipelines
BERT Model
Machine Learning
MLOps
Debugging
Feature Engineering
Artifacts
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Mar 25th 2024
Course Auditing
Coursera
DeepLearning.AI
AWS
Data Science
Advanced
3 Weeks
1-4 Hours/Week
42.00 EUR/month
English
English

Analyze Datasets and Train ML Models using AutoML (Coursera)

Mar 25th 2024
Analyze Datasets and Train ML Models using AutoML (Coursera)
Course Auditing
Coursera
AWS
DeepLearning.AI
Categories
Data Science
Effort
Advanced
4 Weeks
1-4 Hours/Week
Languages
English
English
Analyze Datasets and Train ML Models using AutoML (Coursera)
In the first course of the Practical Data Science Specialization, you will learn foundational concepts for exploratory data analysis (EDA), automated machine learning (AutoML), and text classification algorithms. With Amazon SageMaker Clarify and Amazon SageMaker Data Wrangler, you will analyze a dataset for statistical bias, transform the dataset into [...]
Practical Data Science Specialization
Datasets
ML Models
AutoML
Exploratory Data Analysis
EDA
Automated Machine Learning
Bias
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Mar 25th 2024
Course Auditing
Coursera
AWS
DeepLearning.AI
Data Science
Advanced
4 Weeks
1-4 Hours/Week
41.00 EUR/month
English
English

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

Mar 18th 2024
Optimize ML Models and Deploy Human-in-the-Loop Pipelines (Coursera)
Course Auditing
Coursera
DeepLearning.AI
AWS
Categories
Data Science
Effort
Advanced
3 Weeks
1-4 Hours/Week
Languages
English
English
Optimize ML Models and Deploy Human-in-the-Loop Pipelines (Coursera)
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 [...]
Practical Data Science Specialization
ML Models
Human-in-the-Loop
Hyperparameter Tuning
A/B Testing
Model Deployment
Data Labeling
ML Pipelines
Coursera Plus
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Mar 18th 2024
Course Auditing
Coursera
DeepLearning.AI
AWS
Data Science
Advanced
3 Weeks
1-4 Hours/Week
42.00 EUR/month
English
English