Model Optimization Courses and Certifications

Sustainable AI: AI Footprint and What To Do About it

875 ratings at Udemy

Learn how AI impacts energy, carbon & water, and discover smart, real-world solutions for greener AI & technology.

• Udemy
• 1 hour 33 minutes
• On-Demand
• Paid Course

Mastering Neural Networks and Model Regularization

Dive deep into neural networks, from perceptrons to CNNs. Build models from scratch, master regularization techniques, and apply PyTorch for image and audio processing tasks.

• Coursera
• 16 hours 3 minutes
• On-Demand
• Paid Course

Device-based Models with TensorFlow Lite

655 ratings at Coursera

Learn to deploy machine learning models on mobile and embedded devices using TensorFlow Lite. Optimize for low-power environments and run models on Android, iOS, Raspberry Pi, and microcontrollers.

• Coursera
• 10 hours 19 minutes
• On-Demand
• Paid Course

The Nuts and Bolts of Machine Learning

610 ratings at Coursera

Explore machine learning algorithms, from supervised to unsupervised techniques. Learn to apply models like Naive Bayes, decision trees, and K-means clustering to solve complex data problems and make predictions.

• Coursera
• 1 day 9 hours 53 minutes
• On-Demand
• Paid Course

GenAI and LLMs on AWS

27 ratings at Coursera

Deploy and manage LLMs on AWS using Amazon Bedrock. Learn to optimize performance, build secure pipelines, and comply with regulations through hands-on labs and real-world scenarios.

• Coursera
• 1 day 22 hours 11 minutes
• On-Demand
• Paid Course

Fusion 360 for 3D Printing - Creating Curved Bodies

532 ratings at Udemy

Learn to model curved bodies while designing a Wonder Woman Tiara. Learn how to optimize your models for 3D Printing.

• Udemy
• 1 hour 19 minutes
• On-Demand
• Paid Course

Master in Generative AI (Artificial Intelligence) (Gen AI)

406 ratings at Udemy

Design, train, optimize, integrate & deploy genai models like chatgpt, GANs- Generative Adversarial Networks. Agentic ai

• Udemy
• 9 hours 51 minutes
• On-Demand
• Paid Course

Python for Linear Regression in Machine Learning

335 ratings at Udemy

Linear and Non-Linear Regression, Lasso Ridge Regression, SHAP, LIME, Yellowbrick, Feature Selection | Outliers Removal

• Udemy
• 14 hours 36 minutes
• On-Demand
• Paid Course

Python & TensorFlow: Deep Dive into Machine Learning

281 ratings at Udemy

Python & TensorFlow: The Roadmap to Deep Machine Learning Expertise

• Udemy
• 3 hours 2 minutes
• On-Demand
• Paid Course

Resampling, Selection and Splines

Explore advanced statistical learning techniques for data science, including resampling methods, model optimization, and non-linear approaches to enhance prediction accuracy and interpretability.

• Coursera
• 15 hours 56 minutes
• On-Demand
• Paid Course

Mastering PyTorch - 100 Days: 100 Projects Bootcamp Training

110 ratings at Udemy

From Basics to Advanced Deep Learning Training(AI)

• Udemy
• 4 hours 19 minutes
• On-Demand
• Paid Course

Quantization for GenAI Models

95 ratings at Udemy

Unlock the power of model optimization! Learn how to apply quantization and make your GenAI models efficient with Python

• Udemy
• 2 hours 43 minutes
• On-Demand
• Paid Course

Coursera

Optimize TensorFlow Models For Deployment with TensorRT

76 ratings at Coursera

Learn to optimize TensorFlow models using NVIDIA's TensorRT for improved inference performance. Explore FP32, FP16, and INT8 precision optimizations and their impact on throughput.

• Coursera
• 2 hours 29 minutes
• On-Demand
• Paid Course

Build On-Device AI

76 ratings at Udemy

Master On-Device AI! Learn to Train, Compile and Profile AI Models for Edge Device deployement with Qualcomm AI Hub

• Udemy
• 2 hours 2 minutes
• On-Demand
• Paid Course

Introduction to On-Device AI

26 ratings at Coursera

Learn to deploy AI models on edge devices, reducing latency and enhancing privacy. Master key concepts, convert models, optimize performance, and integrate into mobile apps for efficient on-device AI.

• Coursera
• 1 hour 30 minutes
• On-Demand
• Paid Course