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awesome-ai-data-guided-projects
A curated list of data science & AI guided projects to start building your portfolio
https://github.com/youssefhosni/awesome-ai-data-guided-projects
Last synced: 3 days ago
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[1. Guided Large Language Models Projects](https://levelup.gitconnected.com/10-guided-large-language-models-projects-to-build-your-portfolio-dc9bd79f09c?sk=fa1867433c0285c6f41470fba0d2198f) ##
- 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 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 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
- Finetune Llama 2 On Your Local Machine Using HuggingFace Autotrain
- 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 Conversational Chatbot with Langchain and Large Language Models
- Chat with your Document using OpenAI API & Streamlit
- Building a Conversational Chatbot with Langchain and Large Language Models
- Chat with your Document using OpenAI API & Streamlit
- Building a Conversational Chatbot with Langchain and Large Language Models
- Building a Conversational Chatbot with Langchain and Large Language Models
- 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
- Article/Blog Generation App using Llama2, Langchain, and Pexels
- Building a Conversational Chatbot with Langchain and Large Language Models
- 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 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)
- 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
- Creating a Veterinary Chatbot using Llama 2: Harnessing Gen AI for Pet Care
- Deploy Llama 2 on AWS SageMaker using DLC (Deep Learning Containers)
- 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 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 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 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 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
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[3. Guided Time Series Projects](https://levelup.gitconnected.com/13-guided-time-series-projects-to-build-your-portfolio-491d959f62af?sk=16cf83c0cdf4d428f08f706c75a1b5c5) ##
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3. Anomaly Detection Projects:
- Time Series Anomaly Detection with PyFBAD
- An End-to-End Unsupervised Anomaly Detection
- An End-to-End Unsupervised Anomaly Detection
- Time Series Anomaly Detection with PyFBAD
- An End-to-End Unsupervised Anomaly Detection
- Time Series Anomaly Detection with PyFBAD
- An End-to-End Unsupervised Anomaly Detection
- Time Series Anomaly Detection with PyFBAD
- An End-to-End Unsupervised Anomaly Detection
- Time Series Anomaly Detection with PyFBAD
- An End-to-End Unsupervised Anomaly Detection
- Time Series Anomaly Detection with PyFBAD
- Machine Learning — Anomaly Detection via PyCaret
- An End-to-End Unsupervised Anomaly Detection
- Time Series Anomaly Detection with PyFBAD
- Machine Learning — Anomaly Detection via PyCaret
- An End-to-End Unsupervised Anomaly Detection
- Time Series Anomaly Detection with PyFBAD
- An End-to-End Unsupervised Anomaly Detection
- Time Series Anomaly Detection with PyFBAD
- An End-to-End Unsupervised Anomaly Detection
- Time Series Anomaly Detection with PyFBAD
- An End-to-End Unsupervised Anomaly Detection
- Time Series Anomaly Detection with PyFBAD
- An End-to-End Unsupervised Anomaly Detection
- Time Series Anomaly Detection with PyFBAD
- An End-to-End Unsupervised Anomaly Detection
- Time Series Anomaly Detection with PyFBAD
- An End-to-End Unsupervised Anomaly Detection
- Time Series Anomaly Detection with PyFBAD
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1. Forecasting Projects
- Time Series Forecasting with PyCaret Regression Module
- Time Series Forecasting with PyCaret Regression Module
- Time Series Forecasting with PyCaret Regression Module
- Time Series Forecasting with PyCaret Regression Module
- Time Series Forecasting with PyCaret Regression Module
- Time Series Forecasting with PyCaret Regression Module
- Time Series Forecasting with PyCaret Regression Module
- 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
- 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
- Time Series Forecasting with XGBoost — Use Python and machine learning to predict energy consumption
- Build A Stock Prediction Web App In Python
- Stock Price Prediction And Forecasting Using Stacked LSTM- Deep Learning
- Time Series Forecasting with PyCaret Regression Module
- Time Series Forecasting with PyCaret Regression Module
- Time Series Forecasting with PyCaret Regression Module
- Time Series Forecasting with PyCaret Regression Module
- Time Series Forecasting with PyCaret Regression Module
- Time Series Forecasting with PyCaret Regression Module
- Time Series Forecasting with PyCaret Regression Module
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2. Time Series Analysis Projects
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[4. Guided Computer Vision Projects](https://medium.com/geekculture/master-computer-vision-and-boost-your-portfolio-with-these-10-end-to-end-projects-537fcd20db7c?sk=75d35d8c0554b4ba010814d65fa16e59) ##
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3. Anomaly Detection Projects:
- Sports Celebrity Image Classification Web App
- MaskFormer Segmentation Model with Hugging Face Transformers
- Building Computer Vision Mobile Apps
- Building Computer Vision Mobile Apps
- Building an Image Search Engine with Python and OpenCV
- 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 an Image Search Engine with Python and OpenCV
- Building a Horse to Zebra CycleGAN Webapp with Streamlit
- 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
- Computer Vision App with Azure Cognitive Services
- Object Detection with Amazon Sagemaker
- Potato Disease Classification Mobile APP
- Sports Celebrity Image Classification Web App
- Age Detection with Deep Learning
- Building a Horse to Zebra CycleGAN Webapp with Streamlit
- Computer Vision App with Azure Cognitive Services
- Vehicle Detection, Tracking, and Speed Estimation using a Raspberry Pi & Intel Movidius NCS
- Sports Celebrity Image Classification Web App
- Potato Disease Classification Mobile APP
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[6. Guided Data Science Projects](https://pub.towardsai.net/10-end-to-end-guided-data-science-projects-to-build-your-portfolio-b7b9047fe6c9?sk=57b9ac02177d606a51cc22f43a817f5b) ##
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3. Anomaly Detection Projects:
- AI-Based Hybrid Recommender System
- Predicting Data Science Salaries APP
- Predicting Data Science Salaries APP
- Real Estate Price Prediction APP
- Real-Time Data Analysis Application
- Machine Learning Model Monitoring using Airflow and Docker
- Real-Time Data Analysis Application
- Machine Learning Model Monitoring using Airflow and Docker
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[2. Guided LLM Fine-tuning Projects](https://levelup.gitconnected.com/14-free-large-language-models-fine-tuning-notebooks-532055717cb7?sk=ef3212821235db70871d72c86e179b07) ##
- 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
- 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
- Fine Tuning Microsoft Phi 15 B On Custom Dataset
- Finetuning OpenAI GPT3.5 Turbo
- Fine-Tune Llama 2 Model in a Colab Notebook
- Guanaco Chatbot Demo with LLaMA-7B Model
- PEFT Finetune-Bloom-560m-tagger
- Efficiently Train Large Language Models with LoRA and Hugging Face
- 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
- Finetuning Mistral-7b using Autotrain Advanced
- Finetune Falcon-7b with BNB Self-Supervised Training
- Finetune Falcon-7b with BNB Self-Supervised Training
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5.Guided Natural Language Processing (NLP) Projects ##
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3. Anomaly Detection Projects:
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Categories
[3. Guided Time Series Projects](https://levelup.gitconnected.com/13-guided-time-series-projects-to-build-your-portfolio-491d959f62af?sk=16cf83c0cdf4d428f08f706c75a1b5c5) ##
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[1. Guided Large Language Models Projects](https://levelup.gitconnected.com/10-guided-large-language-models-projects-to-build-your-portfolio-dc9bd79f09c?sk=fa1867433c0285c6f41470fba0d2198f) ##
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[2. Guided LLM Fine-tuning Projects](https://levelup.gitconnected.com/14-free-large-language-models-fine-tuning-notebooks-532055717cb7?sk=ef3212821235db70871d72c86e179b07) ##
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[4. Guided Computer Vision Projects](https://medium.com/geekculture/master-computer-vision-and-boost-your-portfolio-with-these-10-end-to-end-projects-537fcd20db7c?sk=75d35d8c0554b4ba010814d65fa16e59) ##
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[6. Guided Data Science Projects](https://pub.towardsai.net/10-end-to-end-guided-data-science-projects-to-build-your-portfolio-b7b9047fe6c9?sk=57b9ac02177d606a51cc22f43a817f5b) ##
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5.Guided Natural Language Processing (NLP) Projects ##
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