Data Augmentation Courses and Certifications

How Can You Trust Machine Learning?

Stanford University offers a short seminar on building trust in machine learning, covering clarity, competence, and alignment, with insights from Professor Carlos Guestrin.

• YouTube
• 59 minutes
• On-Demand
• Free Online Course

Actionable Machine Learning for Tackling Distribution Shift - Huaxiu Yao

Stanford University offers a short, intensive study on machine learning models robust to distribution shifts, led by Postdoctoral Scholar Huaxiu Yao.

• YouTube
• 58 minutes
• On-Demand
• Free Online Course

MedAI - Training Medical Image Segmentation Models with Less Labeled Data - Sarah Hooper

Stanford University offers a less than 1-hour program on training medical image segmentation models with less data. Led by PhD candidate Sarah Hooper, it explores semi-supervised methods for network training.

• YouTube
• 54 minutes
• On-Demand
• Free Online Course

Data Augmentation for Image-Based Reinforcement Learning

Explore data augmentation in image-based reinforcement learning with this MIT seminar. Learn from Rob Fergus, co-founder of Facebook AI Research, in under an hour.

• YouTube
• 52 minutes
• On-Demand
• Free Online Course

The Task Specification Problem

Explore the task specification problem in AI with MIT's seminar led by Dr. Pulkit Agrawal. Delve into robotics, deep learning, and computer vision in a 1-2 hour discussion.

• YouTube
• 1 hour 4 minutes
• On-Demand
• Free Online Course

Deep Learning: Convolutional Neural Networks in Python

5810 ratings at Udemy

Tensorflow 2 CNNs for Computer Vision, Natural Language Processing (NLP) +More! For Data Science & Machine Learning

• Udemy
• 13 hours 20 minutes
• On-Demand
• Paid Course

Microcredential

Generative Adversarial Networks (GANs)

DeepLearning.AI offers a 13-week course on Generative Adversarial Networks (GANs), covering image generation, bias detection, privacy preservation, and more. Ideal for all levels of learners.

• Coursera
• 13 weeks, 8 hours a week
• On-Demand
• Paid Course
• 3 courses

Generative AI: Introduction and Applications

628 ratings at Coursera

This course is designed for everyone, including professionals, executives, students, and enthusiasts, interested in learning about generative AI and leveraging its capabilities in their work and lives. This course is your first step toward understand…

• Coursera
• 6 hours 42 minutes
• On-Demand
• Free Online Course (Audit)

Apply Generative Adversarial Networks (GANs)

515 ratings at Coursera

DeepLearning.AI offers a 3-week course on Generative Adversarial Networks (GANs), covering applications, image-to-image translation, and privacy issues. Gain hands-on experience with PyTorch.

• Coursera
• 1 day 1 hour 39 minutes
• On-Demand
• Free Online Course (Audit)

Generative AI: Elevate Your Data Science Career

34 ratings at Coursera

Generative AI is now mainstream. Boost your career with a course that features leading-edge, in-demand, generative AI skills tuned to the needs of data scientists. This course is suitable for existing and aspiring data scientists, data professionals, a…

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

MathWorks

Advanced Deep Learning Techniques for Computer Vision

Visual inspection and medical imaging are two applications that aim to find anything unusual in images. In this course, you’ll train and calibrate specialized models known as anomaly detectors to identify defects. You’ll also use advanced techniques to o…

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

Generative AI: Enhance your Data Analytics Career

19 ratings at Coursera

This comprehensive course unravels the potential of generative AI in data analytics. The course will provide an in-depth knowledge of the fundamental concepts, models, tools, and generative AI applications regarding the data analytics landscape. In thi…

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

Microcredential

Generative AI for Data Scientists

Generative AI knowledge is now an essential data science skill. According to Gartner, "By 2026, 20% of top data science teams will have rebranded as Cognitive Science or Science consultancies, increasing diversity in staff skills by 800%." With the indu…

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

MathWorks Microcredential

Deep Learning for Computer Vision

This hands-on specialization dives in quickly, so you can start training models and gain practical deep learning skills. You don’t need to be an expert programmer or have prior deep learning experience to quickly gain valuable career skills for this rapi…

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

Generative AI: Elevate your Data Engineering Career

Data engineering processes have undergone an amazing transformation since the advent of Generative AI. In this course, you will explore the impact of generative AI on data engineering. You as a data engineer can use Generative AI to enhance productivity…

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