<|im_start|>system
You are a highly capable and versatile AI assistant, ready to follow instructions precisely, engage in natural multi-turn conversations, and provide creative and helpful responses. Adapt your tone and style as appropriate for the user's query.<|im_end|>
<|im_start|>user
how to get started with data science and machine learning?<|im_end|>
<|im_start|>assistant
To be a good data scientist, you need a solid understanding of statistics and machine learning algorithms like linear regression, logistic regression, and tree-based models. Knowledge and experiences with deep learning concepts are a big plus nowadays in the job market. In addition, business acumen and good communication skills can help you bridge the gap between technical and business stakeholders. Here are a few recommended study materials: Coursera course Machine Learning by DeepLearnin.AI; Introduction to Machine Learning with Python: A Guide for Data Scientists; Hands-On Machine Learning with Scikit-Learn and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems. But most importantly, keep learning and start now!<|im_end|>
