Awesome-AI-Data-Guided-Projects

A curated list of data science & AI guided projects to start building your portfolio

1. Guided Large Language Models Projects

• Building a Conversational Chatbot with Langchain and Large Language Models
• Building a Conversational Chatbot with Langchain and Large Language Models
• Chat with your Document using OpenAI API & Streamlit
• Building A Falcon 4 0BChat Web Application using HuggingFace & Gardio
• Building GPT Banker Using LLaMA 2 70B
• Finetune Llama 2 On Your Local Machine Using HuggingFace Autotrain
• Building a Lex Fridman Podcast Summarization App with Whisper Jax, Azure OpenAI, and Langchain
• Creating a Veterinary Chatbot using Llama 2: Harnessing Gen AI for Pet Care
• Deploy Llama 2 on AWS SageMaker using DLC (Deep Learning Containers)
• Article/Blog Generation App using Llama2, Langchain, and Pexels

2. Guided LLM Fine-tuning Projects

• Efficiently Train Large Language Models with LoRA and Hugging Face
• Fine-Tune Llama 2 Model in a Colab Notebook
• Guanaco Chatbot Demo with LLaMA-7B Model
• PEFT Finetune-Bloom-560m-tagger
• Finetune_Meta_OPT-6–1b_Model_bnb_peft
• Finetune Falcon-7b with BNB Self-Supervised Training
• FineTune LLaMa2 with QLoRa
• Stable Vicuna 1 3B_8bit in Google Colab
• GPT-Neo-X 20B bnb2bit Training
• MPT-Instruct-30B Model Training
• RLHF Training for CustomDataset for AnyModel
• Fine Tuning Microsoft Phi 15 B On Custom Dataset
• Finetuning OpenAI GPT3.5 Turbo

3. Guided Time Series Projects

1. Forecasting Projects

• Stock Price Prediction And Forecasting Using Stacked LSTM- Deep Learning
• Time Series Forecasting with Facebook Prophet and Python
• Forecasting Future Sales Using ARIMA and SARIMAX
• Forecasting Weather with Neural Prophet and Python
• Time Series Forecasting with XGBoost — Use Python and machine learning to predict energy consumption
• Build A Stock Prediction Web App In Python
• Time Series Forecasting with PyCaret Regression Module

2. Time Series Analysis Projects

• [Hourly Energy Data Time Series Analysis](](https://towardsdatascience.com/part-1-time-series-analysis-predicting-hourly-energy-consumption-of-san-diego-short-term-long-3a1dd1a589c9)
• Stock Market Performance Analysis using Python
• Exploratory Data Analysis for Time Series Data using PyCaret

3. Anomaly Detection Projects:

• Machine Learning — Anomaly Detection via PyCaret
• An End-to-End Unsupervised Anomaly Detection
• Time Series Anomaly Detection with PyFBAD

4. Guided Computer Vision Projects

• Build a Deep Facial Recognition App from Paper to Code
• Real-Time Sign Language Detection Web App
• Building Production-Ready Enterprise-Level Image Classifier with AWS & React
• Building Computer Vision Mobile Apps
• Building an Image Search Engine with Python and OpenCV
• Vehicle Detection, Tracking, and Speed Estimation using a Raspberry Pi & Intel Movidius NCS
• MaskFormer Segmentation Model with Hugging Face Transformers
• Age Detection with Deep Learning
• Building a Horse to Zebra CycleGAN Webapp with Streamlit
• Computer Vision App with Azure Cognitive Services
• Object Detection with Amazon Sagemaker
• Potato Disease Classification Mobile APP
• Sports Celebrity Image Classification Web App

5.Guided Natural Language Processing (NLP) Projects

• Automatic Speech Recognition System
• Embedding-Based Search Engine

6. Guided Data Science Projects

• Predicting Data Science Salaries APP
• Real Estate Price Prediction APP
• Real-Time Data Analysis Application
• Machine Learning Model Monitoring using Airflow and Docker
• AI-Based Hybrid Recommender System