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Machine Learning Specialization - EICT, IITR
Topic 1 - Python Foundations
Instructor
Electronics And Ict Academy Iitr
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Topic 2 - Python Project - Churn Emails
Project
Instructor
Electronics And Ict Academy Iitr
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Topic 3 - Python Foundations - Assessments
Instructor
Electronics And Ict Academy Iitr
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Topic 4 - Machine Learning Prerequisites
Instructor
Sandeep Giri
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Topic 5 - Introduction to ML
Instructor
Electronics And Ict Academy Iitr
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Topic 6 - End-to-End Project
Instructor
Electronics And Ict Academy Iitr
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Topic 7 - Project - Bike Rental Forecasting - Basic
Project
Instructor
Electronics And Ict Academy Iitr
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Topic 8 - Classification
Instructor
Electronics And Ict Academy Iitr
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Topic 9 - Training Models
Instructor
Electronics And Ict Academy Iitr
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Topic 10 - Support Vector Machines
Instructor
Electronics And Ict Academy Iitr
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Topic 11 - Decision Trees
Instructor
Electronics And Ict Academy Iitr
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Topic 12 - Ensemble Learning
Instructor
Electronics And Ict Academy Iitr
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Topic 13 - Dimensionality Reduction
Instructor
Electronics And Ict Academy Iitr
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Topic 14 - Project - Fashion MNIST
Project
Instructor
Electronics And Ict Academy Iitr
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Topic 15 - Unsupervised Machine Learning
Instructor
Electronics And Ict Academy Iitr
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Topic 16 - Projects - Assignments
Project
Instructor
Electronics And Ict Academy Iitr
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Topic 17 - Deploy Machine Learning models to production
Project
Instructor
Electronics And Ict Academy Iitr
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Topic 18 - Hands On with TensorFlow
Instructor
Electronics And Ict Academy Iitr
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Topic 19 - Artificial Neural Network
Instructor
Electronics And Ict Academy Iitr
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Topic 20 - Training Deep Neural Nets
Instructor
Electronics And Ict Academy Iitr
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Topic 21 - Convolutional Neural Nets
Instructor
Electronics And Ict Academy Iitr
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Topic 22 - Recurrent Neural Networks
Instructor
Electronics And Ict Academy Iitr
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Topic 23 - Autoencoders
Instructor
Electronics And Ict Academy Iitr
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Topic 24 - Reinforcement Learning
Instructor
Electronics And Ict Academy Iitr
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Topic 25 - Project - Classify Clothes
Project
Instructor
Electronics And Ict Academy Iitr
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Topic 26 - Project - Cats classifier
Project
Instructor
Electronics And Ict Academy Iitr
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Topic 27 - Project - Classify Large Images
Project
Instructor
Electronics And Ict Academy Iitr
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