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admin
Embedding Projector: Visualizing Your Training Data Training Course
Overview Embedding Projector is an open-source web application for visualizing the data used to train machine learning systems. Created by Google, it is part of TensorFlow. This instructor-led, live training introduces the concepts behind Embedding Projector and walks participants through the setup of a demo project. By the end of this training, participants will be […]
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admin
OptaPlanner in Practice Training Course
Overview This course uses a practical approach to teaching OptaPlanner. It provides participants with the tools needed to perform the basic functions of this tool. Course Outline Planner introduction What is OptaPlanner? What is a planning problem? Use Cases and examples Bin Packaging Problem Example Problem statement Problem size Domain model diagram Main method Solver […]
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admin
Introduction to Data Science and AI using Python Training Course
Overview This is a 5 day introduction to Data Science and Artificial Intelligence (AI). The course is delivered with examples and exercises using Python Course Outline Introduction to Data Science/AI Knowledge acquisition through data Knowledge representation Value creation Data Science overview AI ecosystem and new approach to analytics Key technologies Data Science workflow Crisp-dm Data preparation […]
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admin
Natural Language Processing with Python Training Course
Overview This course introduces linguists or programmers to NLP in Python. During this course we will mostly use nltk.org (Natural Language Tool Kit), but also we will use other libraries relevant and useful for NLP. At the moment we can conduct this course in Python 2.x or Python 3.x. Examples are in English or Mandarin (普通话). […]
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admin
NLP: Natural Language Processing with R Training Course
It is estimated that unstructured data accounts for more than 90 percent of all data, much of it in the form of text. Blog posts, tweets, social media, and other digital publications continuously add to this growing body of data. This instructor-led, live course centers around extracting insights and meaning from this data. Utilizing the […]
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admin
Advanced Machine Learning with Python Training Course
Overview In this instructor-led, live training, participants will learn the most relevant and cutting-edge machine learning techniques in Python as they build a series of demo applications involving image, music, text, and financial data. By the end of this training, participants will be able to: Implement machine learning algorithms and techniques for solving complex problems. […]
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admin
Machine Learning with Python – 2 Days Training Course
Overview The aim of this course is to provide a basic proficiency in applying Machine Learning methods in practice. Through the use of the Python programming language and its various libraries, and based on a multitude of practical examples this course teaches how to use the most important building blocks of Machine Learning, how to […]
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admin
Data Mining with Weka Training Course
Overview Waikato Environment for Knowledge Analysis (Weka) is an open-source data mining visualization software. It provides a collection of machine learning algorithms for data preparation, classification, clustering, and other data mining activities. This instructor-led, live training (online or onsite) is aimed at data analysts and data scientists who wish to use Weka to perform data […]
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admin
AlphaFold Training Course
Overview AlphaFold is an Artificial Intelligence (AI) system that performs the prediction of protein structures. It is developed by Alphabet’s/Google’s DeepMind as a deep learning system that can accurately predict 3D models of protein structures. This instructor-led, live training (online or onsite) is aimed at biologists who wish to understand how AlphaFold works and use […]
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admin
Vertex AI Training Course
Overview Vertex AI is a Google Cloud environment for completing machine learning tasks from experimentation, to deployment, to managing and monitoring models. It is a scalable infrastructure that provides user management capabilities and security controls over machine learning projects. This instructor-led, live training (online or onsite) is aimed at software engineers or anyone who wish […]
