Quantization Courses and Certifications

Lossy Compression Basics and Quantization - Lecture 11

Explore lossy compression fundamentals and quantization techniques in this Stanford lecture, covering essential concepts for efficient data reduction in various applications.

• YouTube
• 1 hour 24 minutes
• On-Demand
• Free Video

Llama for Python Programmers

14 ratings at Coursera

Learn to leverage Llama 2 LLM in Python applications. Explore open-source LLMs, quantization, prompting techniques, and model variants. Gain hands-on skills to integrate generative AI into your work.

• Coursera
• 5 hours 40 minutes
• On-Demand
• Free Online Course (Audit)

Digital Signal Processing 1: Basic Concepts and Algorithms

606 ratings at Coursera

Digital Signal Processing is the branch of engineering that, in the space of just a few decades, has enabled unprecedented levels of interpersonal communication and of on-demand entertainment.

• Coursera
• 1 day 4 hours 44 minutes
• On-Demand
• Free Online Course (Audit)

Digital Signal Processing 2: Filtering

184 ratings at Coursera

Explore digital filtering techniques, from basic concepts to advanced filter design and adaptive processing, enhancing your signal processing toolkit for real-world applications.

• Coursera
• 18 hours 24 minutes
• On-Demand
• Free Online Course (Audit)

Digital Signal Processing 3: Analog vs Digital

86 ratings at Coursera

Explore analog-to-digital conversion, sampling, interpolation, and aliasing in signal processing. Learn practical applications and techniques for handling discrete-time signals.

• Coursera
• 15 hours 55 minutes
• On-Demand
• Free Online Course (Audit)

Digital Signal Processing 4: Applications

76 ratings at Coursera

Explore image processing, JPEG compression, digital communications, ADSL, and real-time audio processing on microcontrollers. Gain practical DSP skills through hands-on examples and demonstrations.

• Coursera
• 14 hours 7 minutes
• On-Demand
• Free Online Course (Audit)

Working with Llama 3

Explore the latest techniques for running the Llama LLM locally, fine-tuning it, and integrating it within your stack.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

H2O.ai

H2O ai Large Language Models (LLMs) - Level 2

Master advanced LLM techniques through data preparation, fine-tuning, and model optimization. Learn QnA dataset creation, quantization, and LoRA while using H2O LLM Studio for practical NLP applications.

• Coursera
• 3 hours 24 minutes
• On-Demand
• Free Online Course (Audit)

Computer Vision for Embedded Systems

Learn about constraints and reducing resource requirements for computer vision on embedded systems.

• edX
• 5 weeks, 7-8 hours a week
• On-Demand
• Free Online Course (Audit)

Instance Segmentation - Lecture 26

Explore instance segmentation in computer vision, covering Mask R-CNN, ROI pooling, and alignment techniques for precise object detection and pixel-level classification.

• YouTube
• 29 minutes
• On-Demand
• Free Video

IIT Kanpur;  AICTE

Introductory Quantum Mechanics in Hindi

Explore quantum mechanics fundamentals, from historical developments to modern applications. Learn key concepts, mathematical formulations, and solve problems in various quantum systems.

• Swayam
• 8 weeks
• On-Demand
• Free Online Course

LLaMa for Developers

84 ratings at LinkedIn Learning

Get an introduction to the architecture, process of fine tuning, deploying, and prompting in the popular open source LLaMa model.

• LinkedIn Learning
• 1 hour 35 minutes
• On-Demand
• Free Trial Available

Learning TinyML

68 ratings at LinkedIn Learning

Learn the basics of TinyML, the field of machine learning that enables ML applications to run on handheld and IoT devices.

• LinkedIn Learning
• 1 hour 11 minutes
• On-Demand
• Free Trial Available

IIT Kanpur;  NPTEL

Principles of Communication Systems - I

Explore fundamental concepts of communication systems, including modulation techniques, sampling, quantization, and probability. Gain essential knowledge for advanced digital and wireless communication studies.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

Drum Programming Basics (Module 1) - Drum Programming Theory

Learn essential drum programming theory: note lengths, quantization, counting, time, and triplets. Develop skills to create sophisticated, on-beat patterns and complex drum combinations for unique, professional-sounding beats.

• Skillshare
• 23 minutes
• On-Demand
• Free Trial Available