Revolutionary Algorithms in Image Machine Learning - Dive into Diffusion Models and Time-Series
Created by Team Mammoth
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Skill level
All levels
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Sections
9
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Lectures
29
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Instructor
Team Mammoth
What's inside
This course includes.
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9
Sections
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29
Lectures
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29
Resources
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Certificate of completion
Included
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Mobile and desktop access
Included
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AI learning assistance
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Course content
Curriculum & lectures.
+ 01 Learn Image Generation Machine Learning through Interview Questions 2 lectures
01 What Is Discriminative Modeling
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02 What Is Generative Modeling
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+ 02 Diffusion Deep Learning Interview Questions 4 lectures
01 What Are Diffusion Models
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02 How Diffusion Works In Deep Learning
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03 Forward And Backward Diffusion In Ml
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04 What Is A U-Net Ml Model
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+ 03 Stable Diffusion Interview Questions 3 lectures
01 Steps Of Latent Reverse Diffusion In Stable Diffusion
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02 What Is Latent Space
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03 What Is The Manifold Hypothesis In Ml
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+ 04 Dimensionality Reduction Data Science Interview Questions 2 lectures
01 What Is Dimensionality Reduction
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02 What Is Principal Component Analysis
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+ 05 Autoencoder Machine Learning Interview Questions 5 lectures
01 What Are Autoencoders
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02 What Are Encoders And Decoders In Ml
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03 How Do Autoencoders Work
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04 What Are Variational Autoencoders
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05 What Is A Vector Quantized Variational Autoencoder
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+ 06 GAN Neural Network Interview Questions 3 lectures
01 What Is The Structure Of A Generative Adversarial Network
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02 What Are Discriminators And Generators
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03 What Is Zero-Shot Learning
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+ 07 Scoring Interview Questions 4 lectures
01 What Is Inception Score
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02 What Is Frechet Inception Distance
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03 How Fid Works In Ml
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04 What Is Kernel Inception Distance
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+ 08 Signal Processing Interview Questions 4 lectures
01 What Is Time-Series Data
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02 What Is Signal Data
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03 Continuous Signals Vs Discrete Signals
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04 What Is Nyquist Rate
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+ 09 Fourier Analysis Interview Questions 2 lectures
01 What Are Periodic Signals
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02 What Is Fourier Transform
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Instructors
Taught by people who ship.
Team Mammoth
Instructor
Produced by a team of Mammoth Club industry experts. Over 15 years, Mammoth Club has built a global student community in 190+ countries with 9+ million courses sold, releasing over 1,000+ courses and 5,000+ hours of video content.
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