Data Augmentation Courses and Certifications

Generative AI: Elevate your Data Engineering Career

16 ratings at Coursera

Explore how generative AI revolutionizes data engineering, enhancing productivity in architecture design, querying, schema design, data augmentation, pipelines, and analysis. Gain hands-on skills for real-world applications.

• Coursera
• 12 hours 52 minutes
• On-Demand
• Free Online Course (Audit)

Coursera Instructor Network

GenAI for Data Scientist

Explore Generative AI's impact on data science, learning its technical workings and practical applications. Enhance analytical precision and foster innovation in your data-driven projects.

• Coursera
• 2 hours 9 minutes
• On-Demand
• Paid Course

Microcredential

Generative AI for Data Scientists

Boost your data science career with generative AI skills. Learn basics, prompt engineering, and applications in data science methodology using IBM tools like Watsonx and Prompt Lab.

• Coursera
• On-Demand
• Paid Course
• 3 courses

MathWorks Microcredential

Deep Learning for Computer Vision

Hands-on specialization in deep learning for computer vision, covering image classification, object detection, and advanced techniques. Gain practical skills using MATLAB for real-world applications.

• Coursera
• On-Demand
• Paid Course
• 3 courses

MathWorks Microcredential

MathWorks Computer Vision Engineer

Transform from novice to proficient computer vision practitioner through hands-on projects. Gain skills in image processing, motion detection, deep learning, and advanced techniques using MATLAB's user-friendly interface.

• Coursera
• On-Demand
• Paid Course
• 9 courses

Packt Microcredential

Keras Deep Learning & Generative Adversarial Networks (GAN)

Master deep learning with Keras and GANs. Build neural networks, predict outcomes, and generate realistic data. Gain expertise in AI-driven solutions for image generation and data augmentation.

• Coursera
• On-Demand
• Paid Course

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

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)

Generative AI for Data Science

Unlock GenAI's potential in data science: enhance accuracy, efficiency, and innovation. Learn key applications, tackle real-world challenges, and address ethical considerations in this comprehensive course.

• Coursera
• 3 hours 17 minutes
• On-Demand
• Free Online Course (Audit)

Coursera Instructor Network

GenAI for Data Science Teams

Explore how generative AI enhances data science workflows, from augmentation to model development, empowering teams to innovate and optimize project outcomes.

• Coursera
• 1 hour 34 minutes
• On-Demand
• Paid 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

Nicholas Renotte

Build a Deep Face Detection Model With Python and Tensorflow - Full Course

1 review

Comprehensive guide to building a face detection model using TensorFlow and Python, covering data collection, augmentation, model creation, training, and real-time testing for practical implementation.

• YouTube
• 2 hours 26 minutes
• 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

Computer Vision

1 review

Build convolutional neural networks with TensorFlow and Keras.

• Kaggle
• 4 hours
• On-Demand
• Free Certificate

Understanding Deep Learning Requires Rethinking Generalization

Explore deep learning generalization, examining regularization techniques, randomization tests, and neural network expressivity to challenge conventional understanding and improve model performance.

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