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
- Finetuning Mistral-7b using Autotrain Advanced
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