Search result for Data structures and algorithms course Online Courses & Certifications
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Machine Learning: Clustering & Retrieval
by Emily Fox , Carlos Guestrin- 4.6
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Approx. 17 hours to complete
A reader is interested in a specific news article and you want to find similar articles to recommend. -Compare and contrast supervised and unsupervised learning tasks. Clustering text data with Gaussian mixtures Clustering text data with Gaussian mixtures Modeling text data with a hierarchy of clusters Modeling text data with a hierarchy of clusters...
Introduction to R Programming for Data Science
by Yan Luo- 4.8
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Approx. 10 hours to complete
When working in the data science field you will definitely become acquainted with the R language and the role it plays in data analysis. This course introduces you to the basics of the R language such as data types, techniques for manipulation, and how to implement fundamental programming tasks. Common Data Structures...
Complete Python Machine Learning & Data Science for Dummies
by Abhilash Nelson- 4.1
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10.5 hours on-demand video
Machine Learning and Data Science for programming beginners using python with scikit-learn, SciPy, Matplotlib & Pandas Lets call these sample data of similar problems and their solutions as the 'Training Input' and 'Training Output' Respectively. Machine Learning and Data Science is the most lucrative job in the technology arena now a days....
$11.99
Computational Thinking and Big Data
by Lewis Mitchell , Markus Wagner , Simon Tuke , Gavin Meredith- 0.0
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10 Weeks
You will also learn about data representation and analysis and the processes of cleaning, presenting, and visualizing data. You will develop skills in data-driven problem design and algorithms for big data. Apply methods for data preparation to large data sets Understand mathematical and statistical techniques for attracting information from large data sets and illuminating relationships between data sets...
$249
Mathematics for Machine Learning: Linear Algebra
by David Dye , Samuel J. Cooper , A. Freddie Page- 4.7
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Approx. 19 hours to complete
In this course on Linear Algebra we look at what linear algebra is and how it relates to vectors and matrices. At the end of this course you will have an intuitive understanding of vectors and matrices that will help you bridge the gap into linear algebra problems, and how to apply these concepts to machine learning....
AI Workflow: Machine Learning, Visual Recognition and NLP
by Mark J Grover , Ray Lopez, Ph.D.- 4.5
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Approx. 14 hours to complete
Course 4 covers the next stage of the workflow, setting up models and their associated data pipelines for a hypothetical streaming media company. This course targets existing data science practitioners that have expertise building machine learning models, who want to deepen their skills on building and deploying AI in large enterprises....
Statistics Primer for Data Scientist's
by Sai Acuity Institute of Learning Pvt Ltd Enabling Learning Through Insight!- 4.2
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3 hours on-demand video
More often than not participants rush into learning data science without knowing what exactly they are getting into: this course will give you insights and clarity on what data science is all about. Data Mining and Data Visualization Data Mining is an important analytic process designed to explore data. Terminologies and Statistical Methods in Data Science...
$12.99
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Big Data Fundamentals
by Frank Neumann , Vahid Roostapour , Aneta Neumann , Wanru (Kelly) Gao- 0.0
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10 Weeks
Learn how big data is driving organisational change and essential analytical tools and techniques, including data mining and PageRank algorithms. Organizations now have access to massive amounts of data and it’s influencing the way they operate. How to design algorithms for stream processing and counting of frequent elements in Big Data...
$199
Fundamentals of Decision Trees in Machine Learning
by Tech Lab- 3.6
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2.5 hours on-demand video
This course covers the essentials of machine learning, including predictive analytics and working with decision trees. In this course, we'll explore several popular tree algorithms and learn how to use reverse engineering to identify specific variables. This course is designed to give you a solid foundation on which to build more advanced data science skills....
$13.99
Machine Learning
by John W. Paisley- 0.0
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12 Weeks
Master the essentials of machine learning and algorithms to help improve learning from data without human intervention. We will discuss several fundamental methods for performing this task and algorithms for their optimization. We will cover three fundamental problems of unsupervised learning: data clustering, matrix factorization, and sequential models for order-dependent data....
$249
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