Building a Dashboard web app in Python - Full Streamlit Tutorial
Data Professor
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Data Science, Machine Learning, Bioinformatics, Research and Teaching are my passion. The Data Professor YouTube channel is an extension of my passion in helping students and data enthusiast learn about Data Science and how it can be used to make sense of data. This channel provides Data Science contents consisting of explainer videos and practical tutorials. Chanin Nantasenamat, Ph.D. was an Associate Professor of Bioinformatics at a Research University where he led a research laboratory that harnesses data science for unraveling the hidden knowledge of big data in medicine. Chanin has more than 15 years of experience in data science (as applied to bioinformatics) and has published more than 160 research articles, review articles and book chapters. If you are fascinated about data science, it would mean the world to me if you would consider subscribing to this channel (by clicking the link below): http://bit.ly/dataprofessor เธฃเธจ.เธเธฃ.เธเธเธดเธเธเธฃเน เธเธฑเธเธเนเธชเธเธฒเธกเธฒเธเธฃเน
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