NPTEL IIT Guwahati

@npteliitguwahati8283

276 tuit · page 6/7
Lec 18: First steps in performance
Formal & Physical Sciences AI — Models & Research
EN

Lec 18: First steps in performance

Dr. Satyajit Das and Prof. Satyadhyan Chickerur
23 min
★ ★ ★ ★ ☆ 4/5
PyTorchMixed PrecisionData Types
Lec 16: The Training Loop
Formal & Physical Sciences AI — Models & Research
EN

Lec 16: The Training Loop

Dr. Satyajit Das and Prof. Satyadhyan Chickerur
25 min
★ ★ ★ ☆ ☆ 3/5
Training LoopNeural NetworksOptimizers
Lec 7: Neural Network Fundamentals
Formal & Physical Sciences AI — Models & Research
EN

Lec 7: Neural Network Fundamentals

Prof. Arijit Sur
32 min
★ ★ ★ ★ ☆ 4/5
Neural NetworksPerceptronDeep Learning
Lec 3: Generative Vision Models
Formal & Physical Sciences AI — Models & Research
EN

Lec 3: Generative Vision Models

Prof. Arijit Sur
31 min
★ ★ ★ ★ ☆ 4/5
Generative ModelsComputer VisionVAE
Lec 2: Generative Modelling
Formal & Physical Sciences AI — Models & Research
EN

Lec 2: Generative Modelling

Prof. Arijit Sur
43 min
★ ★ ★ ★ ☆ 4/5
Génération D'imagesModèles GénératifsApprentissage Discriminatif
Lec 1: Introduction
Formal & Physical Sciences AI — Models & Research
EN

Lec 1: Introduction

Prof. Arijit Sur
37 min
★ ★ ★ ☆ ☆ 3/5
Computer VisionGenerative AIGAN
Lec 1: CPU Architecture
Formal & Physical Sciences Computing & Cybersecurity
EN

Lec 1: CPU Architecture

Dr. Satyajit Das and Prof. Satyadhyan Chickerur
35 min
★ ★ ★ ★ ☆ 4/5
CPU ArchitectureAI AcceleratorsPerformance Metrics
Lec 1: Introducing Psychology
Humanities, Social Sciences & Thought Psychology
EN

Lec 1: Introducing Psychology

Prof. Dilwar Hussain
66 min
★ ★ ★ ★ ☆ 4/5
PsychologyIntroductionScientific Method
Lec 59: "Display Devices and Recorders"
Applied Sciences & Engineering Engineering & Technology
EN

Lec 59: "Display Devices and Recorders"

Prof. Ravindra Kumar Jha
39 min
★ ★ ★ ★ ☆ 4/5
Display DevicesRecordersData Acquisition
Lec 47: Self-Supervised Learning
Formal & Physical Sciences AI — Models & Research
EN

Lec 47: Self-Supervised Learning

Prof. Arijit Sur
17 min
★ ★ ★ ★ ☆ 4/5
Self-Supervised LearningContrastive LearningPretext Tasks
Lec-69: Fourier Series Again
Formal & Physical Sciences Engineering & Technology
EN

Lec-69: Fourier Series Again

Prof. Ribhu
21 min
★ ★ ★ ★ ☆ 4/5
Fourier SeriesOrthonormal BasisSignal Space
Lec 25: Deep Beam Design: Example
Applied Sciences & Engineering Engineering & Technology
EN

Lec 25: Deep Beam Design: Example

Prof. Arunasis Chakraborty
10 min
★ ★ ★ ★ ☆ 4/5
Deep BeamReinforced ConcreteStructural Design
Lec 23: Ductile Detailing: IS 13920
Applied Sciences & Engineering Engineering & Technology
EN

Lec 23: Ductile Detailing: IS 13920

Prof. Arunasis Chakraborty
52 min
★ ★ ★ ★ ☆ 4/5
Ductile DetailingIS 13920Earthquake-Resistant Design
Lec 3: Gradient Descent
Formal & Physical Sciences AI — Models & Research
EN

Lec 3: Gradient Descent

Prof. Arijit Sur
39 min
★ ★ ★ ★ ☆ 4/5
Gradient DescentLinear RegressionOptimization
Lec 2: Working Stress Method
Applied Sciences & Engineering Engineering & Technology
EN

Lec 2: Working Stress Method

Prof. Arunasis Chakraborty
68 min
★ ★ ★ ★ ☆ 4/5
Reinforced ConcreteWorking Stress MethodIS 456
Lec 1: Reinforced Cement Concrete
Applied Sciences & Engineering Engineering & Technology
EN

Lec 1: Reinforced Cement Concrete

Prof. Arunasis Chakraborty
38 min
★ ★ ★ ★ ☆ 4/5
Reinforced ConcreteCementAggregates
Lec 6 : Introduction to Analog Meters - I
Applied Sciences & Engineering Engineering & Technology
EN

Lec 6 : Introduction to Analog Meters - I

Prof. Ravindra Kumar Jha
32 min
★ ★ ★ ★ ☆ 4/5
Analog MetersMeasurementInstrumentation
Lec 4: Logistics Regression
Formal & Physical Sciences AI — Models & Research
EN

Lec 4: Logistics Regression

Prof. Arijit Sur
29 min
★ ★ ★ ★ ☆ 4/5
Logistic RegressionClassificationSigmoid Function
Lec 2: Supervised Learning (Regression)
Formal & Physical Sciences AI — Models & Research
EN

Lec 2: Supervised Learning (Regression)

Prof. Arijit Sur
30 min
★ ★ ★ ★ ☆ 4/5
Supervised LearningLinear RegressionHypothesis Function
Lec 1: Introduction to Learning
Formal & Physical Sciences AI — Models & Research
EN

Lec 1: Introduction to Learning

Prof. Arijit Sur
35 min
★ ★ ★ ★ ☆ 4/5
Machine LearningSupervised LearningUnsupervised Learning
Lec 2: What are signals?
Formal & Physical Sciences Engineering & Technology
EN

Lec 2: What are signals?

Prof. Ribhu
28 min
★ ★ ★ ★ ☆ 4/5
SignalsSystemsLTI
Lec 1: Signals and Systems
Formal & Physical Sciences Control & Robotics
EN

Lec 1: Signals and Systems

Prof. Chayan Bhawal
16 min
★ ★ ★ ☆ ☆ 3/5
SignalsSystemsControl Engineering
Lec 1: History of Communications
Applied Sciences & Engineering Engineering & Technology
EN

Lec 1: History of Communications

Prof. Ribhu
27 min
★ ★ ★ ★ ☆ 4/5
CommunicationsHistoryElectrical Engineering