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UID:a43d6ab6-6291-45d5-9e3b-97e646db0631@360exp.net
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DTSTAMP:20260815T234856
DTSTART;TZID=Asia/Kolkata:20260829T043000
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SUMMARY:AI & Bioinformatics - 2 Days Workshop at IIT Madras Research Park
LOCATION:IIT Madras Research Park
DESCRIPTION:Tech Workshop Series 2026 by Techobytes with Globally Recogniz
 ed Certification.2-Day Workshop Pass Includes:Hands-on training\, practica
 l demonstrations\, certification\, and lunch during the workshop.Eligibili
 tyOpen to all!!B.Tech\, B.E.\, BCA\, MCA\, B.Sc IT\, M.Sc IT\, MBBS\, MS\,
  MD\, Biomedical\, Biotechnology\, BBA\, MBA\, B.A.\, and hobbyists from a
 ll backgroundsTable of Content Day 1Session 1: Introduction to AI in Bioin
 formatics & HealthcareOverview of AI applications in Healthcare & Life Sci
 encesBasics of Medical & Biological DataTypes of Healthcare Data (Genomic\
 , Clinical\, Imaging\, Signals)Data Formats & Standards (FASTA\, FASTQ\, C
 SV\, DICOM – overview)Data Preprocessing & Cleaning for Biomedical DataH
 andling Missing\, Noisy & Imbalanced Medical DataEthical AI\, Data Privacy
  & Healthcare Regulations (HIPAA\, Ethics)Session 2: Machine Learning & De
 ep Learning for HealthcareIntroduction to Machine Learning in HealthcareNu
 merical & Clinical Data Analysis using NumPy & PandasData Visualization fo
 r Medical Insights (Matplotlib / Seaborn)Exploratory Data Analysis (EDA) f
 or Healthcare DatasetsIntroduction to Neural NetworksActivation Functions 
 & Loss Functions for Medical DataOptimization Techniques & Model Evaluatio
 n MetricsOverfitting\, Regularization & Model Validation in HealthcareDay 
 2Session 1: Deep Learning Applications in HealthcareTraining Neural Networ
 ks on Clinical & Biomedical DataMedical Image Analysis using Deep Learning
 Introduction to Convolutional Neural Networks (CNNs)Training CNNs for Dise
 ase Detection (e.g.\, Brain Tumor Classification)Introduction to Genomics 
 & AIAI for DNA/RNA Sequence Analysis (Conceptual + Demo)Session 2: Hands-O
 n Projects & AssignmentsTransfer Learning & Fine-Tuning for Medical Image 
 ClassificationPneumonia Detection using Chest X-ray ImagesHeart Disease Pr
 ediction using Biomedical Signal DataCase Study: AI-assisted Diagnosis & D
 ecision Support SystemsModel Interpretation & Explainability in Healthcare
  AI\n\nBoletos: https://www.district.in/events/ai-bioinformatics-2-days-wo
 rkshop-at-iit-madras-research-park-jan31-2026-buy-tickets
URL;VALUE=URI:https://360exp.net/events/a43d6ab6-6291-45d5-9e3b-97e646db06
 31
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