Search result for Certificate in data mining and machine learning from the university of waikato Online Courses & Certifications
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What is Data Science?
by Rav Ahuja , Alex Aklson- 4.7
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Approx. 9 hours to complete
The art of uncovering the insights and trends in data has been around since ancient times. The ancient Egyptians used census data to increase efficiency in tax collection and they accurately predicted the flooding of the Nile river every year. A day in the Life of a Data Scientist Data Science: The Sexiest Job in the 21st Century...
Machine Learning and Data Mining with Weka - For Beginners
by Shadi Oweda- 4.2
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2 hours on-demand video
Learn how to start your Machine Learning journey with Weka to Build your next Predicative Machine Learning Models. This introductory course will help make your machine learning journey easy and pleasant , you will be learning by using the powerful Weka open source machine learning software, developed in New Zealand by the University of Waikato....
$11.99
Natural Language Processing
by Anna Potapenko , Alexey Zobnin , Anna Kozlova , Sergey Yudin , Зимовнов Андрей Вадимович- 4.4
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Approx. 32 hours to complete
Throughout the lectures, we will aim at finding a balance between traditional and deep learning techniques in NLP and cover them in parallel. To succeed in that, we expect your familiarity with the basics of linear algebra and probability theory, machine learning setup, and deep neural networks. About the University Brief overview of the next weeks...
Bayesian Methods for Machine Learning
by Daniil Polykovskiy , Alexander Novikov- 4.5
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Approx. 33 hours to complete
People apply Bayesian methods in many areas: from game development to drug discovery. They give superpowers to many machine learning algorithms: handling missing data, extracting much more information from small datasets. In six weeks we will discuss the basics of Bayesian methods: from how to define a probabilistic model to how to make predictions from it....
Text Mining with Machine Learning and Python
by Packt Publishing- 3.8
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2.5 hours on-demand video
Text is one of the most actively researched and widely spread types of data in the Data Science field today. You'll start by understanding the fundamentals of modern text mining and move on to some exciting processes involved in it. You'll learn how machine learning is used to extract meaningful information from text and the different processes involved in it....
$11.99
Data Science:Data Mining & Natural Language Processing in R
by Minerva Singh- 4.5
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13 hours on-demand video
Harness the Power of Machine Learning in R for Data/Text Mining, & Natural Language Processing with Practical Examples You’ll start by absorbing the most valuable R Data Science basics and techniques. (c) Introduce you to some of the most important machine learning concepts in a practical manner such that you can apply these concepts for practical data analysis and interpretation....
$12.99
Designing the Future of Work
by Associate Professor Simon McIntyre- 4.7
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Approx. 13 hours to complete
We live in a rapidly changing world, and design innovations such as artificial intelligence (AI), robotics, and big data are rapidly changing the fundamental nature of how we live and work. You will have access to current theory, industry examples and expert advice from leaders in the field. The Importance of Being Human in a World of Automation...
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Text Mining and Natural Language Processing in R
by Minerva Singh- 4.3
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8.5 hours on-demand video
Data Structures and Reading in R, including CSV, Excel, JSON, HTML data. Web-Scraping using RExtracting text data from Twitter and Facebook using APIsExtract and clean data from the FourSquare appExploratory data analysis of textual dataCommon Natural Language Processing techniques such as sentiment analysis and topic modellingImplement machine learning techniques such as clustering, regression and classification on textual dataNetwork analysis...
$15.99
LEARNING PATH: R: Advanced Deep Learning with R
by Packt Publishing- 3.3
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6.5 hours on-demand video
It will help you resolve problems during the execution of different tasks in deep learning, neural networks, and advanced machine learning techniques. Vincenzo Lomonaco is a Deep Learning PhD student at the University of Bologna and founder of (ContinuousAI). Sri Krishna’s background is a master’s in Enterprise Business Analytics and Machine Learning from the National University of Singapore, Singapore....
$9.99
Complete Machine Learning with R Studio - ML for 2021
by Start-Tech Academy- 4.5
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13 hours on-demand video
You're looking for a complete Machine Learning course that can help you launch a flourishing career in the field of Data Science, Machine Learning, R and Predictive Modeling, right? Put simply, machine learning and data mining use the same algorithms and techniques as data mining, except the kinds of predictions vary....
$14.99
