Transfer Learning Courses and Certifications

Packt

Building and Training Neural Networks with PyTorch

Master PyTorch for neural networks: classification, CNNs, object detection, style transfer, and RNNs. Hands-on exercises in data preparation, model building, and advanced techniques for image and audio processing.

• Coursera
• 7 hours 37 minutes
• On-Demand
• Free Online Course (Audit)

Packt

Deep Learning with Keras and Practical Applications

Master deep learning with Keras: from wine quality prediction to advanced image classification using CNNs, transfer learning, and GPU acceleration. Optimize models, implement data augmentation, and deploy in real-world scenarios.

• Coursera
• 9 hours 29 minutes
• On-Demand
• Free Online Course (Audit)

Packt

Advanced CNNs, Transfer Learning, and Recurrent Networks

Master advanced CNNs, transfer learning, and RNNs. Apply cutting-edge techniques to real-world datasets, from medical imaging to text generation. Gain practical skills through hands-on case studies and industry-relevant projects.

• Coursera
• 11 hours
• On-Demand
• Free Online Course (Audit)

Packt

Deep Learning: Convolutional Neural Networks with TensorFlow

Unlock the potential of deep learning by mastering Convolutional Neural Networks and Transfer Learning with hands-on TensorFlow and Keras experience for image and text classification.

• Coursera
• 4 hours 39 minutes
• On-Demand
• Free Online Course (Audit)

H2O.ai

H2O ai Large Language Models (LLMs) - Level 1

Dive into foundational concepts of Large Language Models, exploring neural networks, transformer architecture, and practical applications while mastering pre-training and fine-tuning techniques.

• Coursera
• 1 hour 14 minutes
• On-Demand
• Free Online Course (Audit)

Advanced AI and Machine Learning Techniques and Capstone

Master advanced AI techniques, from ensemble methods to ethical GenAI implementation, while building scalable systems and completing a real-world capstone project using Microsoft Azure.

• Coursera
• On-Demand
• Free Online Course (Audit)

Mastering Deep Learning

Comprehensive exploration of Artificial Neural Networks and Convolutional Neural Networks, covering fundamental principles, applications, and practical implementation in diverse domains.

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

Kaggle

Deep Learning

1 review

Explore deep learning fundamentals, computer vision, TensorFlow, Keras, transfer learning, and advanced topics like TPUs in this comprehensive introduction to neural networks.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Video

NPTEL;  IIT Bombay

Practical Machine Learning with Tensorflow

1 review

We will cover the basics of Tensorflow and Machine Learning in the initial sessions and advanced topics in the latter part. After this course, the students will be able to build ML models using Tensorflow.

• YouTube
• 16 hours
• On-Demand
• Free Video

Deep Learning with PyTorch: Zero to GANs

1 review

"Deep Learning with PyTorch: Zero to GANs" is a beginner-friendly online course offering a practical and coding-focused introduction to deep learning using the PyTorch framework. Enroll now to start learning.

• Jovian
• 24 weeks, 2-3 hours a week
• On-Demand
• Free Online Course

Generative AI: Working with Large Language Models

1798 ratings at LinkedIn Learning

Explore a user-friendly approach to working with transformers and large language models for natural language processing.

• LinkedIn Learning
• 1 hour 9 minutes
• On-Demand
• Free Trial Available

Unsupervised Meta-Learning for Few-Shot Image Classification

Explore unsupervised meta-learning techniques for few-shot image classification, including task construction, augmentation methods, and performance on benchmark datasets.

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

Intriguing Properties of Neural Networks - Spring 2021

Explore intriguing properties of neural networks, including adversarial attacks, transfer, training overlap, and semantic information in units. Analyze weaknesses and spectral instability.

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

Transformers: Text Classification for NLP Using BERT

456 ratings at LinkedIn Learning

Learn about transformers, the go-to architecture for NLP and computer vision tasks.

• LinkedIn Learning
• 55 minutes
• On-Demand
• Free Trial Available

TensorFlow: Working with NLP

169 ratings at LinkedIn Learning

Learn about using transformers in natural language processing with TensorFlow.

• LinkedIn Learning
• 41 minutes
• On-Demand
• Free Trial Available