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1 min
Foundations of Deep Learning
- Understand what is Deep Learning and Why is it so popular.
- Get familiar with Foundations of Deep Learning.
Created by Selva Prabhakaran
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18 Video Lessons
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English
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English captions
Validity Period: 365 days
Already Subscribed? Click here to access your courses
- Course Certificate
- Codes
- Practice Data
- Clean English Captions
- Expert Query Support
- Programming Notebooks
- Self-paced online videos
- 15-Day Moneyback Guarantee
- Learning duration ~ 2-3 weeks
- Complete access for 1 year
What you will learn
01
What is Deep Learning?
02
Why is Deep Learning so popular and efficient?
03
Overview of deep learning frameworks
04
What are
What are
perceptrons?
05
Various types of activation functions
06
What are optimisers in deep learning
07
How backpropogations works?
Course Curriculum
5 Modules | 20 Sessions | 1 hour 7 min Total Time
Introduction to Deep Learning
Sessions: 6 | Time: 16 min
Building Blocks: Perceptron
Sessions: 3 | Time: 6 min
Building Blocks: Activation Functions
Sessions: 5 | Time: 9 min
Building Blocks: Optimization
Sessions: 4 | Time: 24 min
Building Blocks: Backpropagation
Sessions: 2 | Time: 12 min
Requirements
- Basics of Python
- Foundational knowledge of Data Science
- High school maths
Who should attend this course?
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Data Science Aspirants
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Data Science Professionals
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Software/Data engineers interested in quantitative analysis
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Professionals working with large datasets
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Data analysts, economists, researchers
Instructor
Selva Prabhakaran Principal Data Scientist
My name is Selva, and I am super excited to mentor you on this project!
I head the Data Science team for a global Fortune 500 company and over the last
10 years of my data science experience I’ve deployed 20+ global products. I’m
also the Founder & Chief Author of Machine Learning Plus, which has over 4M
annual readers.
I specialize in covering the in-depth intuition and maths of any concept or
algorithm. And based on my existing student requests, I’ve put up the series of
courses and projects with detailed explanations – just like an on the job
experience. Hope you love it!
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4.5+Instructor rating
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200+ reviews
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10K+students
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15+ Courses
Validity Period: 365 days
Already Subscribed? Click here to access your courses
- Course Certificate
- Codes
- Practice Data
- Clean English Captions
- Expert Query Support
- Programming Notebooks
- Self-paced online videos
- 15-Day Moneyback Guarantee
- Learning duration ~ 2-3 weeks
- Complete access for 1 year
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