Search results for machine learning

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Deep Learning

14 reviews

Master foundational deep learning topics, from neural networks to GANs. Build projects in PyTorch and explore cutting-edge AI applications in image processing, natural language, and generative models.

• Udacity
• 3 months 19 hours 36 minutes
• On-Demand
• Paid Course

Fundamentals of Machine Learning for Healthcare

492 ratings at Coursera

Explore machine learning's potential in healthcare, covering fundamental concepts, use cases, evaluation metrics, and best practices for developing and implementing ML applications in medical settings.

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

Launching into Machine Learning

4302 ratings at Coursera

Explore data quality, AutoML, BigQuery ML, and model optimization. Learn to build, train, and deploy ML models, focusing on generalization and sampling for real-world performance.

• Coursera
• 14 hours 8 minutes
• On-Demand
• Free Online Course (Audit)

Mathematics for Machine Learning: PCA

3098 ratings at Coursera

Explore mathematical foundations of Principal Component Analysis (PCA) for dimensionality reduction. Learn statistics, inner products, orthogonal projections, and derive PCA from a geometric perspective.

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

Project Planning and Machine Learning

106 ratings at Coursera

Learn project planning, sensor calibration, file systems, machine learning basics, and big data analytics for IoT applications. Gain practical skills in product teardown and bill of materials creation.

• Coursera
• 17 hours 27 minutes
• On-Demand
• Free Online Course (Audit)

DeepLearning.AI;  Stanford

Supervised Machine Learning: Regression and Classification

24299 ratings at Coursera

Develop machine learning skills using Python, covering regression and classification techniques with hands-on practice in NumPy and scikit-learn for real-world AI applications.

• Coursera
• 1 day 9 hours 19 minutes
• On-Demand
• Free Online Course (Audit)

Machine Learning Foundations for Product Managers

472 ratings at Coursera

Build foundational understanding of machine learning, including model development, evaluation, and common algorithms. Gain hands-on experience training and optimizing a model for a real-world problem.

• Coursera
• 14 hours 57 minutes
• On-Demand
• Free Online Course (Audit)

Managing Machine Learning Projects

194 ratings at Coursera

Learn to identify ML opportunities, organize projects, handle data, design systems, and manage model lifecycles for successful machine learning implementations.

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

Edge Impulse

Introduction to Embedded Machine Learning

671 ratings at Coursera

This course will give you a broad overview of how machine learning works, how to train neural networks, and how to deploy those networks to microcontrollers.

• Coursera
• 17 hours 21 minutes
• On-Demand
• Free Online Course (Audit)

University of Alberta;  Alberta Machine Intelligence Institute

Prediction and Control with Function Approximation

22 reviews

Explore advanced reinforcement learning techniques for large state spaces, including function approximation, feature construction, and policy gradient methods. Apply these concepts to solve continuous-state control tasks.

• Coursera
• 21 hours 51 minutes
• On-Demand
• Free Online Course (Audit)

Deep Teaching Solutions

Accelerate Your Learning with ChatGPT

21 reviews

Explore AI-enhanced learning strategies, combining neuroscience insights with ChatGPT to boost cognitive abilities, improve study techniques, and foster critical thinking skills.

• Coursera
• 4 hours 51 minutes
• On-Demand
• Free Online Course (Audit)

Introduction to Machine Learning with KNIME

255 ratings at LinkedIn Learning

Learn KNIME, a popular open-source platform for predictive analytics and machine learning. Discover how to use KNIME for merging and aggregation, modeling, data scoring, and more.

• LinkedIn Learning
• 1 hour 59 minutes
• On-Demand
• Free Trial Available

NLP with Python for Machine Learning Essential Training

1406 ratings at LinkedIn Learning

Explore natural language processing (NLP) concepts, review advanced data cleaning and vectorization techniques, and learn how to build machine learning classifiers.

• LinkedIn Learning
• 4 hours 15 minutes
• On-Demand
• Free Trial Available

Machine Learning and Artificial Intelligence Security Risk: Categorizing Attacks and Failure Modes

311 ratings at LinkedIn Learning

Learn how and why machine learning and artificial intelligence technology fails and understand ways to make these systems more secure and resilient.

• LinkedIn Learning
• 1 hour 12 minutes
• On-Demand
• Free Trial Available

Computational Social Science Methods

131 reviews

Explore computational social science's impact on society, covering data science, machine learning, social networks, and simulations. Gain insights into digital footprints and emerging social patterns.

• Coursera
• 11 hours 20 minutes
• On-Demand
• Free Online Course (Audit)

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