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VERSION:2.0
PRODID:-//KnowAFest//Campus Events//EN
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UID:eventsphere-54962@www.knowafest.com
DTSTAMP:20261008T142531Z
DTSTART:20190725T183000Z
DTEND:20190728T182959Z
SUMMARY:Three Days Workshop on Artificial Intelligence Using Python and Mac
 hine Learning 2019
LOCATION:Kongunadu College of Engineering and Technology\, Tiruchirappalli
DESCRIPTION:<p>The participants will be trained on Artificial Intelligence 
 using python and Machine learning which will provide them the ability to a
 pply AI in any platform which will make them to get practical knowledge in
  solving various real time problems.<br />\n<br />\nArtificial Intelligenc
 e with Machine Learning Course Syllabus:<br />\n1. What is Machine Learnin
 g<br />\n2. Crash Course of Python Programming<br />\n3. Getting Started w
 ith Linux environment<br />\n4. Computer vision and image processing basic
 s<br />\na. Loading\, Displaying and saving Images.<br />\nb. Drawing Oper
 ations.<br />\nc. Basic Image Processing<br />\nd. Kernals<br />\ne. Morph
 ological Operations<br />\nf. Smoothing &amp\; blurring<br />\ng. Threshol
 ding<br />\nh. Gradient &amp\;Edge Detection<br />\ni. Contours<br />\nj. 
 Histograms<br />\n5. Image descriptors<br />\na. Color Channel Statistics<
 br />\nb. Color Histograms<br />\nc. Haralick Texture<br />\nd. Local Bina
 ry Patterns<br />\ne. HOG<br />\nf. Key Point detection<br />\n6. Image cl
 assification and machine learning algorithms<br />\na. K-Nearest Neighbors
 <br />\nb. Logistic Regression<br />\nc. Support Vector Machines<br />\nd.
  Decision Trees<br />\ne. Random Forest<br />\nf. K means Clustering<br />
 \n7. Computer Vision cases studies<br />\nI. Object tracking in video<br /
 >\nII. Human detection<br />\nIII. Face detection and recognition<br />\nI
 V. Plant classification<br />\nV. Distance measurement<br />\nVI. Drowsine
 ss Detection<br />\nVII. OCR<br />\nVIII. Automatic License Plate Detectio
 n<br />\nIX. Sound Analysis<br />\nX. And much more…<br />\nPlease Note 
 : Maximum Case studies will be covered based on the time<br />\navailabili
 ty<br />\nDURATION : 3 DAYS</p>
URL:https://www.knowafest.com/three-days-workshop-on-artificial-intelligenc
 e-using-python-and-machine-learning-2019
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