AI & ML Coding Prompts

AI & ML Coding Prompts

AI & ML Coding Prompts

15 powerful prompts for artificial intelligence and machine learning projects

All Prompts
Computer Vision
NLP
Generative AI
Predictive Models
AI Automation
Computer Vision

Build a Machine Learning Model for Image Classification

Develop TensorFlow/PyTorch models to recognize different objects in images

Act as a machine learning engineer. Develop an image classification model using TensorFlow or PyTorch to recognize different objects in images.
EXAMPLE USAGE: “Act as a machine learning engineer. Build an image classifier to distinguish between different types of fruits using TensorFlow.”
NLP

Develop a Chatbot Using OpenAI’s GPT API

Create AI-powered chatbots with human-like response capabilities

Act as an AI chatbot developer. Create an AI-powered chatbot using OpenAI’s GPT API with NLP capabilities for human-like responses.
EXAMPLE USAGE: “Act as an AI chatbot developer. Build a customer support chatbot for an e-commerce website that answers product-related queries.”
NLP

Implement a Sentiment Analysis Model

Classify text as positive, negative, or neutral using NLP techniques

Act as a natural language processing (NLP) expert. Create a sentiment analysis model using Python and NLP libraries to classify text as positive, negative, or neutral.
EXAMPLE USAGE: “Act as an NLP expert. Develop a sentiment analysis model to analyze customer reviews and identify common complaints.”
Predictive Models

Train a Predictive Analytics Model for Sales Forecasting

Build models to forecast future sales trends using historical data

Act as a data scientist. Build a predictive model using historical sales data to forecast future sales trends.
EXAMPLE USAGE: “Act as a data scientist. Develop a predictive analytics model to forecast monthly sales for an online retail store.”
AI Automation

Automate Data Cleaning Using AI

Handle missing values and detect outliers in large datasets automatically

Act as a data preprocessing specialist. Use AI to automate data cleaning, handling missing values, and detecting outliers in large datasets.
EXAMPLE USAGE: “Act as a data preprocessing specialist. Write a Python script to clean and preprocess raw customer data for a marketing campaign.”
NLP

Generate AI-Based Text Summarization

Condense long documents into key points using AI

Act as an NLP expert. Implement an AI-driven text summarization tool that condenses long documents into key points.
EXAMPLE USAGE: “Act as an NLP expert. Create an AI model that summarizes lengthy research papers into short, readable abstracts.”
Predictive Models

Develop a Recommendation System Like Netflix

Build content recommendation systems using collaborative filtering

Act as a recommendation engine specialist. Build a content recommendation system using collaborative filtering and deep learning.
EXAMPLE USAGE: “Act as a recommendation engine specialist. Create a personalized movie recommendation system for a streaming service.”
NLP

Create a Speech-to-Text Model Using AI

Convert spoken language into written text using deep learning

Act as an AI speech recognition expert. Build a deep learning model that converts spoken language into written text.
EXAMPLE USAGE: “Act as an AI speech recognition expert. Develop a voice-to-text assistant for hands-free note-taking.”
AI Automation

Build an AI-Powered Resume Screening Tool

Scan and rank resumes based on job descriptions automatically

Act as an AI-powered HR assistant. Develop an AI model that scans and ranks resumes based on job descriptions and qualifications.
EXAMPLE USAGE: “Act as an AI-powered HR assistant. Create a resume screening tool that shortlists candidates based on job role requirements.”
Computer Vision

Train an Object Detection Model for Real-Time Tracking

Identify and track objects in real time using AI

Act as a computer vision specialist. Develop an AI-powered object detection model that identifies and tracks objects in real time.
EXAMPLE USAGE: “Act as a computer vision specialist. Train a real-time object detection model to identify cars in traffic using YOLO.”
AI Automation

Automate Email Classification with AI

Categorize emails into spam, promotions, and important messages

Act as a machine learning automation expert. Build an AI model that categorizes emails into spam, promotions, and important messages.
EXAMPLE USAGE: “Act as a machine learning automation expert. Develop an AI-based email classification system to organize inboxes efficiently.”
Generative AI

Build an AI-Generated Art Creator

Generate unique artistic images using Stable Diffusion or DALL-E

Act as a generative AI artist. Use AI models like Stable Diffusion or DALL-E to generate unique and artistic images.
EXAMPLE USAGE: “Act as a generative AI artist. Develop an AI-powered tool that creates custom illustrations based on text descriptions.”
NLP

Detect Fake News Using AI and NLP

Identify and flag misleading or false news articles

Act as an AI misinformation analyst. Train a model that identifies and flags misleading or false news articles.
EXAMPLE USAGE: “Act as an AI misinformation analyst. Build an AI model that detects and classifies fake news from reliable news sources.”
Generative AI

Develop a ChatGPT-Powered Personal AI Assistant

Create AI assistants to perform automated tasks and scheduling

Act as an AI assistant developer. Create a personal AI assistant using ChatGPT API to perform automated tasks.
EXAMPLE USAGE: “Act as an AI assistant developer. Build a voice-activated AI assistant that helps users schedule tasks and set reminders.”
Computer Vision

Train an AI Model for Medical Diagnosis

Analyze medical images and predict diseases using deep learning

Act as a healthcare AI specialist. Develop an AI model that analyzes medical images and predicts diseases.
EXAMPLE USAGE: “Act as a healthcare AI specialist. Build an AI model that detects pneumonia from chest X-rays using deep learning.”
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