Chapter 11 Fine Tune Models Do A Data Science Project in 10 Days
This is a data science project practice book. It was initially written for my Big Data course to help students to run a quick data analytical project and to understand 1. the data analytical process, the typical tasks and the methods, techniques and the algorithms need to accomplish these tasks. During convid19, the unicersity has adopted on-line teaching. So the students can not access to the university labs and HPC facilities. Gaining an experience of doing a data science project becomes individual students self-learning in isolation. This book aimed to help them to read through it and follow instructions to complete the sample propject by themslef. However, it is required by many other students who want to know about data analytics, machine learning and particularly practical issues, to gain experience and confidence of doing data analysis. So it is aimed for beginners and have no much knowledge of data Science. the format for this book is bookdown::gitbook.
1 – The Importance of Domain Knowledge – Machine Learning Blog, ML@CMU
What is Overfitting in Deep Learning [+10 Ways to Avoid It]
Large language models encode clinical knowledge
250+ End-to-End Data Science Projects with Source Code
MIT Online Applied Data Science Certificate Program [12 Weeks]
Data science vs. machine learning: What's the difference?
A global land cover training dataset from 1984 to 2020
Tutorial 9 - End To End Data Science Project With Deployment- Batch Prediction
14 Free Large Language Models Fine-Tuning Notebooks, by Youssef Hosni, Feb, 2024
Tutorial 9 - End To End Data Science Project With Deployment- Batch Prediction
Prompt Engineering, Explained
Opinion Paper: “So what if ChatGPT wrote it?” Multidisciplinary perspectives on opportunities, challenges and implications of generative conversational AI for research, practice and policy - ScienceDirect
Time series forecasting
List of Open Sourced Fine-Tuned Large Language Models (LLM), by Sung Kim
End To End Data Science Playlist- Get Prepared With Industry Ready Projects
