CSA Undergraduate Summer School, IISc, 2016
56 videos • 1,897 views • by CSAChannel IISc
1
How to Train your Computer: An Introduction to Machine Learning
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2
Rise of Artificial Intelligence
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3
Lambda Calculus, the Core of Functional Programming Languages
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4
Demo Talk: Introduction to Machine Learning
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5
Networks of the Brain: Understanding Brain Function using Data and Computation
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6
From Big Text to Big Data
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7
An Introduction to Game Theory
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8
Gate Preparation
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9
Demo Talk: Introduction to Machine Learning
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10
Networks of the Brain: Understanding Brain Function using Data and Computation
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11
From Big Text to Big Data
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12
An Introduction to Game Theory
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13
Probability and Statistics
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14
Mechanism Design
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15
A Meta Learning Approach to Scale Clustering in Knowledge Discovery in Datasets
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16
Smart Agriculture Using Concepts of IOT and Image Processing
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17
Learning Clustered Sub-spaces for Sketch-based Image Retrieval
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18
Graph based Approach for Autamatic Text Summarization
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19
Remotely Controlled Automated Street Lights
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20
Demo Talk: Introduction to Reinforcement Learning
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21
Introduction to Approximation Algorithms
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22
Scientific Visualization: From Data to Insight
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23
Gate Preparation
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24
Linear Algebra
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25
Modeling using Alloy
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26
Demo Talk: DBMS Demo
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27
Geometric Graphs
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28
Inequalities : Puzzles and Games
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29
How to Bet Better: Prediction and Learning
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30
Testing Concurrent Programs on Relaxed Memory Models
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31
Motivating Examples ...
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32
Introduction to Arduino for Bespoke Security Applications
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33
Help Will be Given to Those who Deserve It
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34
Linking Cognitive Neuro-Science with Computer Games
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35
Road Anomalies Prediction System (Bumpy)
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36
Optimization
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37
Scalable Systems for Data Science
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38
The Duckworth-Lewis Method
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39
Demo Talk: Knowledge Representation and Inference
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40
Demo Talk: Learning to Generate Images using Deep Networks
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41
Page Rank
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42
Can Machines Learn to See Like Us?
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43
Use of Probability Techniques in use in Computer Science
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44
Research Issues in Memory Heirarchy for Multicore Architectures
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45
Algorithms and Optimazation: The Essential Tools of Life!
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46
Complete Chaos is Impossible
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47
Demo Talk: Scalable Big Data Platforms
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48
Counting and Tiling
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49
Introduction to Cryptography
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50
Drawing Out the Artistic Talents of Database Query Optimizers
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51
Symmetry in Scalar Fields
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52
Demo Talk: Test Generation to Detect Loop Ineffiencies
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53
A Tutorial on Compressed Sensing and Sparce Signal Recovery
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54
Opportunity at CSA
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55
4th CSAUSS in a Nutshell!
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56
Data Polygamy: The Many-Many Relationships amonng Urban Spatio-Temporal Data Sets
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