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Mammoth Club All levels 11 sections 44 lectures

NVIDIA-Certified Associate: Generative AI LLMs (NCA-GENL) with 10 Practice Exams

01
Skill level
All levels
02
Sections
11
03
Lectures
44
04
Instructor
Team Mammoth
What's inside

This course includes.

11
Sections
3
Quizzes
Certificate of completion
Included
Mobile and desktop access
Included
AI learning assistance
Included
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Course content

Curriculum & lectures.

11 sections · 44 lectures
+ 00 Welcome to NVIDIA-Certified Associate - Generative AI LLMs 2 lectures Preview
00 Welcome to NVDIA Free preview
Resources Locked
+ 01 Core Machine Learning and AI Knowledge 6 lectures
01 Fundamentals of Machine Learning Locked
02 Introduction to Multimodal Loss Functions Locked
03 What is a Gradient in Machine Learning Locked
04 Using prompt principles to achieve desired results Locked
Quiz - Multimodal Loss Functions Locked
01 Source Files Locked
+ 01b Core Machine Learning and AI Knowledge 5 lectures
01 Curate and embed content datasets for RAGs Locked
02 Read research to identify emerging LLM trends Locked
03 Select and use models to create text embeddings Locked
Quiz - Curate and embed content datasets for RAGs Locked
01b Source Files Locked
+ 02 Data Analysis 3 lectures
01 Compare models using Statistical performance metrics Locked
02 Create graphs, charts, or other visualization LLM analysis Locked
02 Source Files Locked
+ 02b Data Analysis and Visualization 4 lectures
01 Compare models using statistical performance metrics Locked
02 Create graphs, charts, or other visualizations Locked
Quiz - Compare models using statistical performance metrics Locked
02b Source Files Locked
+ 03 Experimentation 5 lectures
01 Perform, Evaluate and interpret LLM experiments Locked
02 Use LLM models to improve explainability Locked
03 Test Data Quality and Consistency in an LLM setting Locked
Flashcards - Test data quality and consistency in an LLM setting Locked
03 Source Files Locked
+ 04 Software Development 7 lectures
01 Deployment and Evaluations Locked
02 Build LLM use cases Locked
03 Capabilities of Python Natural Language Packages Locked
06 Use Python packages to implement specific traditional ML analysis Locked
05 Monitor functions Locked
04 Identify system Data, Hardware, or software components required Locked
04 Source Files Locked
+ 04b Software Development 4 lectures
01 Build RAGs with Python Locked
02 Build chatbots with Python Locked
03 Build summarizers with Python Locked
04b Source Files Locked
+ 05 Trustworthy AI 6 lectures
01 Ethical principles of trustworthy AI Locked
02 Balance between data privacy and the importance of data consent Locked
03 Use NVIDIA and other technologies to improve AI trustworthiness Locked
04 How to minimize bias in AI systems Locked
Mindmap - How to minimize bias in AI systems Locked
05 Source Files Locked
+ Where to find your exam 1 lecture
Find Your Exams Locked
+ Welcome! 1 lecture
Submit a Question / Feedback Locked
Description

About this course.

Now’s the moment to elevate your career. The NCA Generative AI LLMs certification is your fast track to mastering AI-driven applications, using cutting-edge NVIDIA solutions. With this entry-level credential, you’ll gain the critical skills needed to develop, integrate, and maintain LLMs effectively.

Machine Learning Fundamentals: Build a strong foundation in machine learning and neural networks that power AI systems.

Prompt Engineering & Alignment: Learn the art of crafting effective prompts and aligning LLMs with specific goals.

Data Analysis & Experimentation: Dive into data analysis, visualization, and experiment design to optimize LLM performance.

Preprocessing & Feature Engineering: Master data preprocessing techniques to enhance model accuracy and efficiency.

LLM Integration & Deployment: Gain hands-on experience with Python libraries and tools for integrating and deploying LLMs.

Software Development: Learn essential software development techniques for building robust AI applications.

Fast-Track Your Career: Secure high-paying roles in AI development, data science, and machine learning with companies eager for skilled professionals. The demand for LLM experts is rising, with salaries reaching $120,000 and beyond.

Unlock 10 practice exams with unlimited tries and get access to the source files. Don’t wait – the future of AI is here, and it’s moving fast. Enroll today and get the certification that will set you apart in the booming AI industry!

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.

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