AI & Machine Learning

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Category: AI & Machine Learning

COURSE
Thomas Mitchell
Understanding the Azure OpenAI Service
Beginner
Duration: 22 minutes and 19 seconds
Author: Thomas Mitchell; Difficulty: Beginner; Duration: 22 minutes and 19 seconds; Content Topics: Microsoft Azure; This course has: 8 Lectures
COURSE
Farish Kashefinejad
ChatGPT Prompt Engineering, Role Prompts, and Chain Prompting
Beginner
Duration: 5 minutes and 34 seconds
Author: Farish Kashefinejad; Difficulty: Beginner; Duration: 5 minutes and 34 seconds; Content Topics: Artificial Intelligence; This course has: 1 Lecture
COURSE
Francesco Mosconi
Getting Started With Deep Learning: Working With Data: Gradient Descent
Beginner
Duration: 1 hour and 45 minutes
Author: Francesco Mosconi; Difficulty: Beginner; Duration: 1 hour and 45 minutes; Content Topics: Microsoft Azure; This course has: 26 Lectures
COURSE
Francesco Mosconi
Getting Started With Deep Learning: Improving Performance
Beginner
Duration: 1 hour and 2 minutes
Author: Francesco Mosconi; Difficulty: Beginner; Duration: 1 hour and 2 minutes; Content Topics: Machine Learning; This course has: 17 Lectures
COURSE
Francesco Mosconi
Getting Started With Deep Learning: Convolutional Neural Networks
Beginner
Duration: 1 hour and 19 minutes
Author: Francesco Mosconi; Difficulty: Beginner; Duration: 1 hour and 19 minutes; Content Topics: Machine Learning; This course has: 22 Lectures
COURSE
Daniel Mease
Building a Machine Learning Model
Intermediate
Duration: 56 minutes and 34 seconds
Author: Daniel Mease; Difficulty: Intermediate; Duration: 56 minutes and 34 seconds; Content Topics: Machine Learning; This course has: 11 Lectures
COURSE
Francesco Mosconi
Introduction to Deep Learning
Beginner
Duration: 1 hour and 13 minutes
Author: Francesco Mosconi; Difficulty: Beginner; Duration: 1 hour and 13 minutes; Content Topics: Machine Learning; This course has: 16 Lectures
COURSE
Francesco Mosconi
Getting Started With Deep Learning: Working With Data
Beginner
Duration: 1 hour and 5 minutes
Author: Francesco Mosconi; Difficulty: Beginner; Duration: 1 hour and 5 minutes; Content Topics: Machine Learning; This course has: 18 Lectures
COURSE
Guy Hummel
Building a Chatbot on Azure
Intermediate
Duration: 22 minutes and 21 seconds
Author: Guy Hummel; Difficulty: Intermediate; Duration: 22 minutes and 21 seconds; Content Topics: Microsoft Azure; This course has: 6 Lectures
COURSE
Stephen Cole
Observations on the AWS Machine Learning - Specialty Exam
Beginner
Duration: 10 minutes and 55 seconds
Author: Stephen Cole; Difficulty: Beginner; Duration: 10 minutes and 55 seconds; Content Topics: Machine Learning; This course has: 1 Lecture
COURSE
Calculated Systems
Introduction to SageMaker
Intermediate
Duration: 31 minutes and 25 seconds
Author: Calculated Systems; Difficulty: Intermediate; Duration: 31 minutes and 25 seconds; Content Topics: Amazon Web Services; This course has: 7 Lectures
COURSE
Calculated Systems
Common Machine Learning Models & How to Train Them
Intermediate
Duration: 55 minutes and 12 seconds
Author: Calculated Systems; Difficulty: Intermediate; Duration: 55 minutes and 12 seconds; Content Topics: Big Data, Machine Learning; This course has: 9 Lectures
COURSE
Calculated Systems
Wrestling with Data
Intermediate
Duration: 30 minutes and 13 seconds
Author: Calculated Systems; Difficulty: Intermediate; Duration: 30 minutes and 13 seconds; Content Topics: Data Engineering, SQL, Data Transformation; This course has: 4 Lectures
COURSE
Calculated Systems
Introduction to Data Visualization
Beginner
Duration: 19 minutes and 32 seconds
Author: Calculated Systems; Difficulty: Beginner; Duration: 19 minutes and 32 seconds; Content Topics: Data Transformation, Data Engineering, Machine Learning; This course has: 6 Lectures
COURSE
Calculated Systems
Moving Beyond Spreadsheets
Intermediate
Duration: 42 minutes and 22 seconds
Author: Calculated Systems; Difficulty: Intermediate; Duration: 42 minutes and 22 seconds; Content Topics: Databases; This course has: 16 Lectures
COURSE
Calculated Systems
Introduction to Machine Learning - Part Two
Beginner
Duration: 31 minutes and 7 seconds
Author: Calculated Systems; Difficulty: Beginner; Duration: 31 minutes and 7 seconds; Content Topics: Machine Learning; This course has: 6 Lectures
LEARNING PATH
Andrea Giussani
Working with Python Visualization Tools
Intermediate
Duration: Up to 6 hours and 28 minutes
Author: Andrea Giussani; Difficulty: Intermediate; Description: A deep dive into the visualization tools and libraries available in Python.; Duration: Up to 6 hours and 28 minutes; Content Topics: Analytics, Development; This learning path has: 3 Courses, 1 Exam, 2 Hands-on labs
LEARNING PATH
Intro to Generative AI
Beginner
Duration: Up to 46 minutes
Difficulty: Beginner; Description: This course examines generative AI, including how it learns, how it can be used in marketing, and where it is going in the future.; Duration: Up to 46 minutes; This learning path has: 5 Courses, 2 Exams
LEARNING PATH
Guy Hummel
Introduction to Azure Machine Learning
Intermediate
Duration: Up to 5 hours and 1 minute
Author: Guy Hummel; Difficulty: Intermediate; Description: This course will introduce you to the primary machine learning tools on Azure.; Duration: Up to 5 hours and 1 minute; Content Topics: Microsoft Azure; This learning path has: 1 Course, 2 Hands-on labs
HANDS-ON LAB
Greg DeRenne
Getting Started with Amazon Elastic MapReduce
Intermediate
Duration: Up to 1 hour and 45 minutes
Author: Greg DeRenne; Difficulty: Intermediate; Description: Learn how to create an Amazon EMR (Elastic MapReduce) cluster and submit work to a cluster in this hands-on lab.; Duration: Up to 1 hour and 45 minutes; Content Topics: Analytics, Storage; This hands-on lab has: 7 Lab steps
HANDS-ON LAB
Andrew Burchill
Automate Image Labeling with Amazon Rekognition
Beginner
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to implement object detection on every new image uploaded on Amazon S3.; Duration: Up to 1 hour; Content Topics: Amazon Web Services; This hands-on lab has: 7 Lab steps
HANDS-ON LAB
Andrew Burchill
Constructing Regular Expression Character Classes
Beginner
Duration: Up to 30 minutes
Author: Andrew Burchill; Difficulty: Beginner; Description: In this hands-on lab, you will learn about the character classes and quantifiers elements of Regular Expressions, and use them to match patterns in text.; Duration: Up to 30 minutes; Content Topics: Development; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Matt Martinez
Using Text Analytics in the Azure AI Services API
Beginner
Duration: Up to 1 hour
Author: Matt Martinez; Difficulty: Beginner; Description: Use the AI Services API in the Azure AI suite to perform text analytics operations by requesting the API services via an Azure Function App.; Duration: Up to 1 hour; Content Topics: Machine Learning; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Logan Rakai
Using SageMaker Notebooks to Train and Deploy Machine Learning Models
Intermediate
Duration: Up to 1 hour
Author: Logan Rakai; Difficulty: Intermediate; Description: In this lab, you'll use a SageMaker notebook to learn how to write Python code to prepare data, train and deploy models, and use them for real-time inference.; Duration: Up to 1 hour; Content Topics: Amazon Web Services; This hands-on lab has: 4 Lab steps