✨ Modern Artificial Intelligence 🤖

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👨‍🔬 Projects that Unleash the Power of AI to solve Real-World Business Challenges 🎯

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👨‍🔬 Machine Learning Projects with Cloud Services ☁️

• Google Teachable Machines
• Google Vertex AI
• Microsoft Azure ML Designer
• Microsoft Azure ML Studio
• DataRobot AI platform
• AWS SageMaker AutoPilot
• AWS DeepLens
• AWS DeepRacer

1. AI in Business - Automated Creation of Content Marketing. GPT-3 (Davinci)

   • AI Application Project, oriented to the Automated Creation of Content Marketing. GPT-3 (Davinci)

2. AI in HealthCare - Chest Disease Detection With Teachable Machines

   • Detecction, classification of pulmonary diseases with AI (X-ray Images)
   • Testing Data

3. AI in Bussines - How Does a Bike-Share Navigate Speedy Success?

   • This analysis is for case study 1 from the Google Data Analytics Certificate (Cyclistic)

4. AI in HealthCare - CardioVascular Disease Detection with DataRobot

   • The objective of the problem is to detect the presence or absence of cardiovascular diseases in a person based on the given characteristics

5. AI in Business - Insurance Premium with AWS SageMaker AutoPilot

   • S3, EC2, SageMaker
   • Data Explorer
   • Candidate Definition

6. AI in Businnes - Predicting Flight Delays with DataRobot

   • The objective of the project is to develop a model aimed at predicting flight delays at take-off

7. AI in Businnes - Predicting Adult Income Azure ML Studio

   • The project uses the Adult Income Census data set to train a model to predict an individual's income

8. AI in Tecnology - Emotion AI With Teachable Machines

   • The aim of the project is to classify people's emotions based on their facial images.
   • This data set consists of 3 different classes (emotions): sad, happy, and surprise.

9. AI in Tecnology - Custom Trash Detector with AWS DeppLens

   • This project, we use an AWS DeepLens device to do an image classification–based task.
   • We train a model to detect if a piece of trash is from three potential classes: landfill, compost, or recycling.

10. AI in Tecnology - AWS DeepComposer Samples

    • AWS DeepComposer gives developers a creative way to start using machine learning. Get literally down to business with a musical keyboard and the latest machine learning techniques designed to increase your ML skills.

    • re:Invent 2019 workshop labs

    • Training a custom GAN model

    • Training an autoregressive convolutional neural network(AR-CNN) model

    • Training a Transformer-XL model

11. AI in Technology - Food Classification with DataRobot

    • Food recognition with AI and Explainable AI with DataRobot

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👨‍🔬 Machine Learning Projects in Python 🐍

1. AI in Business - Predict Crypto Punks NFT's Prices

   • Predict Crypto Punks NFT's Prices in Relation to its Characteristics

2. AI in Business - Predicting the Hotel Booking

   • Predict Whether booking is going to cancel or not

3. AI in Business - Predict Flight Prices

   • Predict the prices of Flght using Regression & Ensemble Algorithms

4. AI in Technology - SONAR Rock vs Mine Prediction

   • Predict whether an object is either Rock or Mine with SONAR Data predicting

5. AI in Technology - Barcelona Rainfall Prediction

   • Make an analysis and recommendation on the rainfall in the city of Barcelona based on its historical data.

6. Ai in HealthCare - Predict status of Chronic Kidney Disease

   • Predict status of Chronic kidney disease