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Posted inCoding

Day 10: Deploying a Machine Learning-Powered App

Welcome to the final day of this 10-day series! Today, you’ll learn how to deploy your machine learning-powered mobile app to production. You’ll prepare your app for release, publish it…
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Posted inCoding

Day 9: Optimizing the Model for Mobile Devices

Welcome to Day 9! Today, you’ll learn how to optimize your trained machine learning model for mobile devices. Optimizing the model improves performance, reduces memory usage, and ensures a seamless…
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Posted inCoding

Day 8: Customizing and Training Your Own Machine Learning Model

Welcome to Day 8! Today, you’ll learn how to train a custom machine learning model tailored to your specific app requirements. Training your model allows you to create unique features…
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Posted inCoding

Day 7: Running Sentiment Analysis on Text Using a Pre-Trained NLP Model

Welcome to Day 7! Today, you’ll learn how to integrate sentiment analysis into your app using a pre-trained Natural Language Processing (NLP) model. Sentiment analysis is used to determine the…
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Day 6: Adding Real-Time Processing Capabilities

Welcome to Day 6! Today, you’ll take your app to the next level by adding real-time processing capabilities. This means running machine learning models on live camera feeds to detect…
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Posted inCoding

Day 5: Handling Image Data and Integrating with the Device Camera

Welcome to Day 5! Today, you’ll enhance your app by integrating the device camera and managing image data for real-time processing. This feature is crucial for applications like live object…
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Day 4: Implementing Face Recognition or Emotion Detection

Welcome to Day 4! Today, you’ll implement advanced machine learning capabilities like face recognition or emotion detection. These features can be used in security applications, social apps, or any context…
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Posted inCoding

Day 3: Running a Pre-Trained Model in Your App (Object Detection)

Welcome to Day 3 of integrating machine learning into your mobile app! Today, you'll implement object detection using pre-trained models. Object detection is a key feature for apps that require…
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Posted inCoding

Day 2: Setting Up a Model to Classify Images

Welcome to Day 2 of our journey into integrating machine learning into your mobile app. Today, you’ll learn how to set up a pre-trained model to classify images. We’ll use…
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Posted inCoding

Day 1: Introduction to TensorFlow.js or Core ML for Mobile Apps

Welcome to the first day of this 10-day journey to integrate machine learning into your mobile app. Today, we’ll introduce two powerful machine learning frameworks—TensorFlow.js for cross-platform development and Core…
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