Machine Learning Techniques

@mlt_cs2007

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MLT | Week-10 | Live Session
Formal & Physical Sciences AI — Models & Research
EN

MLT | Week-10 | Live Session

Avinash Singh
103 min
★ ★ ★ ☆ ☆ 3/5
SVMMachine LearningMargin
MLT | Week-7 & 8 | Revision Session
Formal & Physical Sciences AI — Models & Research
EN

MLT | Week-7 & 8 | Revision Session

MLT cs2007
122 min
★ ★ ★ ★ ☆ 4/5
Machine LearningEntropyDecision Trees
MLT | Revision Session- Week 5 & 6
Formal & Physical Sciences Medicine & Health
EN

MLT | Revision Session- Week 5 & 6

Mayur Gundal
165 min
★ ★ ★ ★ ☆ 4/5
Linear RegressionRegularizationMachine Learning
MLT | Week-7 | Summary Session
Formal & Physical Sciences Medicine & Health
EN

MLT | Week-7 | Summary Session

Mayur Gundal
107 min
★ ★ ★ ☆ ☆ 3/5
PCALinear RegressionK-NN
MLT | Week-6 | Summary Session
Formal & Physical Sciences AI — Models & Research
EN

MLT | Week-6 | Summary Session

MLT cs2007
110 min
★ ★ ★ ★ ☆ 4/5
Linear RegressionRidge RegressionMachine Learning
MLT | Week-5 | Summary Session
Formal & Physical Sciences AI — Models & Research
EN

MLT | Week-5 | Summary Session

Mayur Gundal
139 min
★ ★ ★ ☆ ☆ 3/5
Machine LearningLinear RegressionClassification
MLT |Quiz 1 | Revision Session-1
Formal & Physical Sciences Medicine & Health
EN

MLT |Quiz 1 | Revision Session-1

Mayur Gundal
149 min
★ ★ ★ ★ ☆ 4/5
PCAMachine LearningUnsupervised Learning
MLT | Week-4 | Summary Session
Formal & Physical Sciences Medicine & Health
EN

MLT | Week-4 | Summary Session

Mayur Gundal
135 min
★ ★ ★ ★ ☆ 4/5
Gaussian Mixture ModelsMaximum Likelihood EstimationUnsupervised Learning
MLT | Week-3 | Solve with us
Formal & Physical Sciences AI — Models & Research
EN

MLT | Week-3 | Solve with us

Mayur Gundal
103 min
★ ★ ★ ☆ ☆ 3/5
K-MeansClusteringLloyd's Algorithm
MLT | Week-3 | Summary Session
Formal & Physical Sciences AI — Models & Research
EN

MLT | Week-3 | Summary Session

Mayur Gundal
157 min
★ ★ ★ ☆ ☆ 3/5
PCAK-MeansUnsupervised Learning
MLT | Week-2 | Session-2
Formal & Physical Sciences AI — Models & Research
EN

MLT | Week-2 | Session-2

MLT cs2007
120 min
★ ★ ★ ☆ ☆ 3/5
Kernel MethodsPCAPolynomial Transformation
MLT | Week-2 | Session-1
Formal & Physical Sciences AI — Models & Research
EN

MLT | Week-2 | Session-1

Machine Learning Techniques
99 min
★ ★ ★ ★ ☆ 4/5
PCALinear AlgebraEigenvalues
MLT | Week-1 | Session-2
Formal & Physical Sciences AI — Models & Research
EN

MLT | Week-1 | Session-2

MLT cs2007
116 min
★ ★ ★ ★ ☆ 4/5
PCALinear AlgebraDimensionality Reduction
MLT | Week-1 | Summary Session
Formal & Physical Sciences AI — Models & Research
EN

MLT | Week-1 | Summary Session

MLT cs2007
147 min
★ ★ ★ ★ ☆ 4/5
Linear AlgebraMachine LearningTutorial
MLT| end term| revision session - 2
Formal & Physical Sciences AI — Models & Research
EN

MLT| end term| revision session - 2

Mayur Gundal
157 min
★ ★ ★ ☆ ☆ 3/5
Support Vector MachinesSoft MarginMachine Learning
MLT | End-Term | Revision Session-1
Formal & Physical Sciences Medicine & Health
EN

MLT | End-Term | Revision Session-1

Karthik Thiagarajan
165 min
★ ★ ★ ★ ☆ 4/5
PerceptronSVMLogistic Regression
MLT | Week-12 | Session-1
Formal & Physical Sciences Medicine & Health
EN

MLT | Week-12 | Session-1

Karthik Thiagarajan
103 min
★ ★ ★ ★ ☆ 4/5
Loss FunctionsClassificationSVM
MLT | Week-11 | Session-2
Formal & Physical Sciences AI — Models & Research
EN

MLT | Week-11 | Session-2

Karthik Thiagarajan
109 min
★ ★ ★ ★ ☆ 4/5
BaggingBoostingBias-Variance
MLT | Week-10
Formal & Physical Sciences AI — Models & Research
EN

MLT | Week-10

Karthik Thiagarajan
117 min
★ ★ ★ ★ ☆ 4/5
Support Vector MachinesMarginLinear Classification
MLT | Week 9 - session 2
Formal & Physical Sciences AI — Models & Research
EN

MLT | Week 9 - session 2

MLT cs2007
68 min
★ ★ ★ ☆ ☆ 3/5
Logistic RegressionPerceptronSigmoid Function
MLT | Week-9
Formal & Physical Sciences AI — Models & Research
EN

MLT | Week-9

MLT cs2007
155 min
★ ★ ★ ★ ☆ 4/5
PerceptronMachine LearningClassification
MLT | Revision Session-2 | Quiz 2
Formal & Physical Sciences Medicine & Health
EN

MLT | Revision Session-2 | Quiz 2

Karthik Thiagarajan
148 min
★ ★ ★ ★ ☆ 4/5
Machine LearningClassificationKNN
MLT | Revision Session-1 (Quiz 2)
Formal & Physical Sciences Medicine & Health
EN

MLT | Revision Session-1 (Quiz 2)

MLT cs2007
148 min
★ ★ ★ ★ ☆ 4/5
Linear RegressionRidge RegressionMachine Learning
MLT - Week 8 | Session- 2
Formal & Physical Sciences AI — Models & Research
EN

MLT - Week 8 | Session- 2

MLT cs2007
117 min
★ ★ ★ ★ ☆ 4/5
Naive BayesMachine LearningClassification
MLT | Week-8 | Session-1
Formal & Physical Sciences AI — Models & Research
EN

MLT | Week-8 | Session-1

MLT cs2007
154 min
★ ★ ★ ☆ ☆ 3/5
Supervised LearningRegressionClassification
MLT | Week-7 | Session-2
Formal & Physical Sciences AI — Models & Research
EN

MLT | Week-7 | Session-2

Karthik Thiagarajan
143 min
★ ★ ★ ★ ☆ 4/5
Decision TreesMachine LearningClassification
MLT | Week-7 | Session-1
Formal & Physical Sciences AI — Models & Research
EN

MLT | Week-7 | Session-1

Karthik Thiagarajan
123 min
★ ★ ★ ☆ ☆ 3/5
ClassificationMachine LearningZero-One Loss
MLT | Week-6 | Session-2
Formal & Physical Sciences AI — Models & Research
EN

MLT | Week-6 | Session-2

MLT cs2007
112 min
★ ★ ★ ★ ☆ 4/5
Bayesian Linear RegressionMAP EstimationRegularization
MLT | Week-6 | Session-1
Formal & Physical Sciences Medicine & Health
EN

MLT | Week-6 | Session-1

Mayur Gundal
147 min
★ ★ ★ ☆ ☆ 3/5
Linear RegressionSupervised LearningLeast Squares
MLT | Week-5 | Session-2
Formal & Physical Sciences AI — Models & Research
EN

MLT | Week-5 | Session-2

Karthik Thiagarajan
72 min
★ ★ ★ ★ ☆ 4/5
Linear RegressionKernel RegressionMachine Learning
MLT | Week-5 | Session-1
Formal & Physical Sciences Medicine & Health
EN

MLT | Week-5 | Session-1

Karthik Thiagarajan
140 min
★ ★ ★ ★ ☆ 4/5
RegressionSupervised LearningModel Family
MLT | Quiz-1 | Revision-2
Formal & Physical Sciences Medicine & Health
EN

MLT | Quiz-1 | Revision-2

Karthik Thiagarajan
169 min
★ ★ ★ ★ ☆ 4/5
K-MeansClusteringUnsupervised Learning
MLT | Quiz-1 | Revision-1
Formal & Physical Sciences Medicine & Health
EN

MLT | Quiz-1 | Revision-1

Mayur Gundal
192 min
★ ★ ★ ★ ☆ 4/5
PCAUnsupervised LearningDimensionality Reduction
MLT | Week-4 | Session-2
Formal & Physical Sciences AI — Models & Research
EN

MLT | Week-4 | Session-2

Karthik Thiagarajan
121 min
★ ★ ★ ★ ☆ 4/5
Gaussian Mixture ModelsExpectation-MaximizationMachine Learning