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Catalog / All levels / NVIDIA-Certified Associate: Generative AI Multimodal (NCA-GENM) with 10 Practice Exams
Mammoth Club All levels 11 sections 48 lectures

NVIDIA-Certified Associate: Generative AI Multimodal (NCA-GENM) with 10 Practice Exams

Created by Team Mammoth
·
48 lectures
01
Skill level
All levels
02
Sections
11
03
Lectures
48
04
Instructor
Team Mammoth
What's inside

This course includes.

✓
11
Sections
✓
2
Quizzes
✓
Certificate of completion
Included
✓
Mobile and desktop access
Included
✓
AI learning assistance
Included
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Course content

Curriculum & lectures.

11 sections · 48 lectures
+ 00 Welcome to NVIDIA-Certified Associate (NCA-GENM) 2 lectures
00 Welcome to NVIDIA-Certified Associate- Preview Free preview
Submit a Question / Feedback Locked
+ 01 Core Machine Learning and AI Knowledge (Shared with NCA-GENL) 6 lectures
01 Fundamentals of Machine Learning Locked
02 Introduction to Multimodal Loss Functions Locked
03 What is a Gradient in Machine Learning Locked
03b Using prompt principles to achieve desired results Locked
01 Source Files Locked
Quiz - Gradients in Machine Learning Locked
+ 01b Core Machine Learning and AI Knowledge 7 lectures
04 Understand nonsequential neural networks Locked
05 Control stability of training in multimodal settings Locked
06 Design statistical analysis for evaluating multimodal pipelines Locked
07 Multimodal-specific transfer learning Locked
08 Familiarity with emerging multimodal trends and technologies Locked
09 Design, development, and deployment Locked
10 Understand deep learning frameworks such Locked
+ 02 Data Analysis (Shared with NCA-GENL) 4 lectures
01 Exracting insights from large datasets Locked
02 Identifying aspects that can affect research results Locked
02 Resources Locked
Quiz - Extracting insights from large datasets Locked
+ 02b Data Analysis 3 lectures
02b - Data Analysis Locked
02b Source Files Locked
Flashcards - Attention maps in multimodal settings Locked
+ 03 Experimentation (Shared with NCA-GENM) 6 lectures
01 Assist in developing and testing multimodal AI models Locked
02 Manage and preprocess data from various sources Locked
03 Use multimodal models to improve explainability Locked
04 Test data quality and consistency in a multimodal setting Locked
05 Test AI models to ensure their accuracy and effectiveness Locked
03 Source Files Locked
+ 04 Multimodal Data (Shared with NCA-GENL) 8 lectures
01 Deployment and evaluations Locked
02 Build LLM use cases Locked
03 Capabilities of Python NLP Locked
04 Identify system aspect that meet user needs Locked
05 Monitor the functioning of data collection Locked
06 Using python packages for specific ML analyses Locked
Source Files Locked
Mindmap - Capabilities of Python natural language packages (spaCy, NumPy, vector databases, etc.) Locked
+ 05 Performance Optimization 2 lectures
01 Perfomance Optimization Locked
Resources Locked
+ 06 Software Development 4 lectures
01 Build a U-Net to generate images Locked
02 Generate images from English text prompts using CLIP Locked
03 Use CLIP to train a text-to-image diffusion model Locked
06 Resources Locked
+ 07 Trustworthy AI (Shared with NCA-GENL) 5 lectures
01 Ethical principles of trustworthy AI Locked
02 Balance between data privacy and data consent Locked
03 USe NVIDIA and other tech to improve AI trust Locked
04 How to minimize Bias Locked
07 Source Files Locked
+ Where to find your exam 1 lecture
Find Your Exams Locked
Description

About this course.

Ready to transform your professional life? This course will guide you through the foundational skills needed to design, implement, and manage AI systems that handle text, image, and audio data.

Learn core AI and machine learning concepts to build a strong foundation.

Master data analysis and visualization techniques for multimodal data.

Discover how to run experiments and optimize AI models for better performance.

Gain hands-on experience with integrating and interpreting multimodal data.

Get the skills to develop and engineer AI software.

Understand the principles of trustworthy and ethical AI development.

By the end of this course, you'll be fully prepared to pass the exam and take on roles like AI Developer or Data Scientist, with plenty of high-paying opportunities available.

Enroll now and start your journey toward certification and success in the AI field! 

Instructors

Taught by people who ship.

Team Mammoth

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.

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