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X-ORIGINAL-URL:https://www.citcoorg.edu.in
X-WR-CALDESC:Events for Coorg Institute of Technology
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DTSTART;TZID=Asia/Kolkata:20240713T080000
DTEND;TZID=Asia/Kolkata:20240718T170000
DTSTAMP:20260411T190027
CREATED:20240705T104121Z
LAST-MODIFIED:20240705T105017Z
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SUMMARY:Add-On Course on “Data Science Using Machine Learning”
DESCRIPTION:The Department of Computer Science and Engineering organized Six days workshop on “Data Science Using Machine Learning” from 13th May 2024 to 18th May 2024.The program was organized for second year students. \n  \nDignitaries on the dais during the Inaugural Programme \nDAY 1: \nThe Course begins with an introduction to data science and the role of machine learning within it. The session covered the introduction to simple python codes and it’s working. The session also covered features of python. \n \nResource person interacting with students during Hands-on session \nDAY 2: \nOn the second day\, the focus shifts to exploratory data analysis (EDA) and data visualization. The morning session covers descriptive statistics\, pattern identification\, and feature engineering. \nDAY 3: \nDay three introduces supervised learning with a focus on regression. The morning session covers the basics of supervised learning\, linear regression models\, and their assumptions. \nDAY 4: \nThe fourth day is dedicated to classification algorithms. The morning session covers logistic regression\, decision trees\, and k-Nearest Neighbors\, along with model evaluation techniques like confusion matrices and ROC curves. \nDAY 5: \nParticipants explored unsupervised learning on the fifth day\, starting with an introduction to its applications and key differences from supervised learning. The morning session covers clustering algorithms such as k-means\, hierarchical clustering\, and DBSCAN. \nDAY 6: \nThe final day emphasizes model deployment and a capstone project. The morning session introduces model deployment using Flask and Django\, building REST APIs\, and deploying models on cloud platforms like AWS\, GCP\, and Azure.
URL:https://www.citcoorg.edu.in/event/add-on-course-on-data-science-using-machine-learning/
LOCATION:CIT Ponnampet\,kodagu\, halligattu village and post\, ponnampet\, karnataka\, 571216\, India
CATEGORIES:cs
ATTACH;FMTTYPE=image/jpeg:https://www.citcoorg.edu.in/wp-content/uploads/2024/07/GMC13052024_101827-scaled.jpg
ORGANIZER;CN="Computer%20science%20and%20Engineering":MAILTO:coorgcitcse@gmail.com
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