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Learn Supervision online: university courses, full YouTube courses, and courses with free certificates, from the IITs, MIT, Harvard, Google, Microsoft and more.
Great Learning
This Introduction to Generative AI and LLMs course equips you with the essential skills to understand how AI, machine learning, deep learning, and Generative AI work together. You’ll learn the evolution of AI, the difference between narrow and general AI, supervised, unsupervised, and reinforcement…
University of Michigan
In this course students will explore supervised machine learning techniques using the python scikit learn (sklearn) toolkit and real-world athletic data to understand both machine learning algorithms and how to predict athletic outcomes. Building on the previous courses in the specialization, stude…
The International Monetary Fund
This course on risk-based AML/CFT supervision of financial institutions provides AML/CFT supervisors and other AML/CFT experts with the foundational principles, methodologies, and tools necessary to implement an effective risk-based supervisory framework. Designed for experienced and interested pro…
Alberta Machine Intelligence Institute
This course takes you from understanding the fundamentals of a machine learning project. Learners will understand and implement supervised learning techniques on real case studies to analyze business case scenarios where decision trees, k-nearest neighbours and support vector machines are optimally…
IBM
This course covers key supervised machine learning topics in regression analysis. You’ll learn to train and test regression models. Ideal for aspiring data scientists and machine learning engineers.
IBM
Explore the exciting world of machine learning with this IBM course. Start by learning ML fundamentals before unlocking the power of Apache Spark to build and deploy ML models for data engineering applications. Dive into supervised and unsupervised learning techniques and discover the revolutionary…
IBM
This course covers key supervised machine learning (ML) and classification techniques, including logistic regression, decision trees, ensemble methods, and handling unbalanced datasets. Build and evaluate classification models using real-world data.
Cornell University
This course provides learners with an introduction to applications of machine learning in the plant sciences. Learners will be given an introduction to machine learning including supervised learning, test validation, learning via gradient methods, neural networks, regression, and parameter optimiza…
Learn how to tailor massive models to specific tasks with this comprehensive, deep dive into the modern LLM ecosystem. You will progress from the core foundations of supervised fine-tuning to advanced alignment techniques like RLHF and DPO, ensuring your models are both capable and helpful. Through…
RWTH Aachen University
"Basics of Data Science" gives a comprehensible overview of many fundamental concepts and tools of data science, including data quality and data preprocessing, supervised and unsupervised learning techniques including their evaluation, frequent itemsets and association rules, sequence mining, proce…
The International Monetary Fund
As the reliance of the financial sector on Information Technology and the interconnectedness of systems continue to rise, cybersecurity has become a financial stability risk. Financial supervisors need to understand the nature of the risk, learn the essential concepts of cyber risk management, and…
Learn about fine-tuning large language models (LLMs). The course covers key methodologies, including supervised fine-tuning and reinforcement learning with human feedback (RLHF). It also introduces a technique called QLoRA, which enables you to fine-tune massive models like Llama 70B on a home work…
University of California, Irvine
Welcome to Predictive Modeling, Model Fitting, and Regression Analysis. In this course, we will explore different approaches in predictive modeling, and discuss how a model can be either supervised or unsupervised. We will review how a model can be fitted, trained and scored to apply to both histor…
HP
Understand what AI really is — no hype, no fear, no prerequisites. Course 1 of the HP AI Foundations, Practice, and Leadership programme covers AI history, data fundamentals, machine learning types, and explainability. Designed for learners at any stage. Get a free verified certificate with referra…
Google Cloud
En este curso, aprenderás sobre la seguridad de Kubernetes y Google Kubernetes Engine (GKE), los registros y la supervisión, y cómo usar los servicios administrados de almacenamiento y de bases de datos de Google Cloud desde GKE. Este es el segundo curso de la serie Architecting with Google Kuberne…
Great Learning
This free OSHA workplace safety course helps beginners understand common safety rules before working on a site, shop floor, warehouse, office, or supervised team. You learn OSHA responsibilities, the General Duty Clause, worker rights, hazard recognition, PPE, HazCom, fall prevention, LOTO, emergen…
Microsoft
Machine learning is at the core of artificial intelligence, and many modern applications and services depend on predictive machine learning models. Training a machine learning model is an iterative process that requires time and compute resources. Automated machine learning can help make it easier.…
Dartmouth College
This course provides a brief introduction to the theory and practice of supervised machine learning, the discipline of teaching computers to make predictions from labeled data. We begin with a well-known model of linear regression, moving from fundamental principles to the advanced regularization t…
Microsoft
This advanced course teaches machine learning and AI techniques for big data systems. Learners will build end-to-end ML pipelines with PySpark ML, implement supervised and unsupervised models, and apply NLP techniques at scale. The course also explores deep learning, distributed training, and integ…
Alison
Supervision involves a supervisor meeting regularly and interacting with staff to review their work performance and help them do good work. This ‘Supervision Skills in Adult Care’ training course begins by defining concepts and diving into models of supervision such as cognitive behavioural supervi…
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