Machine Learning Courses and Certifications

Devoxx

Machine Learning at Scale

Explore scalable machine learning techniques, from data processing to model deployment, using TensorFlow in cloud environments. Learn to overcome challenges in large-scale ML implementations.

• YouTube
• 43 minutes
• Self-Paced
• Conference Talk

Devoxx

Machine Learning for Developers

Learn to implement predictive capabilities and voice recognition in your applications, understanding machine learning concepts and challenges without needing to be a data scientist.

• YouTube
• 54 minutes
• Self-Paced
• Conference Talk

Devoxx

Machine Learning for Developers

Explore predictive capabilities and voice recognition for developers. Learn to build smart apps using AWS Machine Learning and Amazon Alexa, enabling voice-powered experiences and custom skills.

• YouTube
• 59 minutes
• Self-Paced
• Conference Talk

Devoxx

Using Machine Learning to Enhance Your Apps

Explore Google Cloud Vision and Speech APIs to integrate advanced machine learning capabilities into your applications, enhancing image recognition and voice functionality.

• YouTube
• 44 minutes
• Self-Paced
• Conference Talk

Devoxx

Predicting the Future with Machine Learning

Explore machine learning's power to predict future events, from flight delays to sentiment analysis, with practical steps for building and deploying predictive models using Azure tools.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Conference Talk

Devoxx

How to Train Machine Learning Agents to Do Fun and Absurd Things Using Unity3D

Explore machine learning in game development using Unity3D. Learn to implement and train AI agents for unique behaviors, from bullet-dodging to headbanging, blending software engineering with game design.

• YouTube
• 48 minutes
• Self-Paced
• Conference Talk

Devoxx

Machine Learning - The Bare Math Behind Libraries

Explore the mathematical foundations of machine learning, from basic algorithms to neural networks. Gain insights to confidently select and optimize ML models for practical applications.

• YouTube
• 44 minutes
• Self-Paced
• Conference Talk

Devoxx

Music Generation with Magenta - Using Machine Learning in the Arts

Explore machine learning for music generation using Magenta. Learn about neural networks, train models on your style, and create new rhythms, melodies, and audio clips.

• YouTube
• 46 minutes
• Self-Paced
• Conference Talk

Devoxx

Machine Learning Using Kubeflow and Kubernetes

Explore machine learning workflows on Kubernetes using Kubeflow, covering deployment, training, inference, and advanced features like hyperparameter tuning and automated pipelines.

• YouTube
• 51 minutes
• Self-Paced
• Conference Talk

Devoxx

Machine Learning at LinkedIn

Explore LinkedIn's approach to scaling AI and ML systems, focusing on improving productivity and accessibility for engineers across product groups.

• YouTube
• 51 minutes
• Self-Paced
• Conference Talk

Devoxx

Data Visualization, Processing and Machine Learning - on the JVM with Apache Zeppelin

Explore data visualization, processing, and machine learning using Apache Zeppelin's interactive notebooks. Learn to ingest, discover, analyze, and visualize data with multiple backends, including Spark and JDBC.

• YouTube
• 48 minutes
• Self-Paced
• Conference Talk

Milken Institute

AI and Machine Learning in Cancer Medicine

Explore AI and machine learning's impact on cancer detection, diagnosis, drug development, and clinical decision-making, discussing potential benefits and challenges in oncology.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Conference Talk

Great Learning

Regression Analysis in Machine Learning - Linear Regression - Logistic Regression

Comprehensive exploration of regression analysis, covering linear and logistic techniques. Learn to leverage data relationships for informed decision-making in various business contexts.

• YouTube
• 4 hours 57 minutes
• Self-Paced
• Free Video

Great Learning

Supervised Machine Learning Tutorial - Logistic Regression - Naive Bayes Classifier

Explore logistic regression and Naive Bayes classifiers for supervised machine learning. Learn their advantages, applications, and implementation in classification tasks for data-driven decision making.

• YouTube
• 2 hours 58 minutes
• Self-Paced
• Free Video

Great Learning

Amazon SageMaker Tutorial - How to Use Amazon SageMaker for Machine Learning

Learn to build, train, and deploy machine learning models using Amazon SageMaker. Explore its architecture, features, and hands-on implementation for streamlined ML development and production.

• YouTube
• 1 hour 17 minutes
• Self-Paced
• Free Video