Revolutionary Algorithms in Image Machine Learning - Dive into Diffusion Models and Time-Series
Created by Team Mammoth
01
Skill level
All levels
02
Sections
9
03
Lectures
29
04
Instructor
Team Mammoth
What's inside
This course includes.
✓
9
Sections
✓
29
Lectures
✓
104
Resources
✓
Certificate of completion
Included
✓
Mobile and desktop access
Included
✓
AI learning assistance
Included
Unlock all courses with our Subscription Bundle! Get unlimited access to entire course library, books and assets. Learn more and subscribe today!
Course content
Curriculum & lectures.
+ 01 Learn Image Generation Machine Learning through Interview Questions 2 lectures
01 What Is Discriminative Modeling
Locked
02 What Is Generative Modeling
Locked
+ 02 Diffusion Deep Learning Interview Questions 4 lectures
01 What Are Diffusion Models
Locked
02 How Diffusion Works In Deep Learning
Locked
03 Forward And Backward Diffusion In Ml
Locked
04 What Is A U-Net Ml Model
Locked
+ 03 Stable Diffusion Interview Questions 3 lectures
01 Steps Of Latent Reverse Diffusion In Stable Diffusion
Locked
02 What Is Latent Space
Locked
03 What Is The Manifold Hypothesis In Ml
Locked
+ 04 Dimensionality Reduction Data Science Interview Questions 2 lectures
01 What Is Dimensionality Reduction
Locked
02 What Is Principal Component Analysis
Locked
+ 05 Autoencoder Machine Learning Interview Questions 5 lectures
01 What Are Autoencoders
Locked
02 What Are Encoders And Decoders In Ml
Locked
03 How Do Autoencoders Work
Locked
04 What Are Variational Autoencoders
Locked
05 What Is A Vector Quantized Variational Autoencoder
Locked
+ 06 GAN Neural Network Interview Questions 3 lectures
01 What Is The Structure Of A Generative Adversarial Network
Locked
02 What Are Discriminators And Generators
Locked
03 What Is Zero-Shot Learning
Locked
+ 07 Scoring Interview Questions 4 lectures
01 What Is Inception Score
Locked
02 What Is Frechet Inception Distance
Locked
03 How Fid Works In Ml
Locked
04 What Is Kernel Inception Distance
Locked
+ 08 Signal Processing Interview Questions 4 lectures
01 What Is Time-Series Data
Locked
02 What Is Signal Data
Locked
03 Continuous Signals Vs Discrete Signals
Locked
04 What Is Nyquist Rate
Locked
+ 09 Fourier Analysis Interview Questions 2 lectures
01 What Are Periodic Signals
Locked
02 What Is Fourier Transform
Locked
Instructors
Taught by people who ship.
Team Mammoth
Instructor
Produced by a team of Mammoth Club industry experts. Over 14 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.
Ready to start building?
Join Mammoth Club and move through the course with structured lessons, previews, and certificates.