Search result for What is data structure and algorithm Online Courses & Certifications
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Capstone: Analyzing (Social) Network Data
by Christine Alvarado , Mia Minnes , Leo Porter- 4.7
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Approx. 18 hours to complete
Who is connected to whom, and by how many links? We will provide you with a real-world data set and some infrastructure for getting started, as well as some warm up tasks and basic project requirements, but then it’ll be up to you where you want to take the project. Welcome and Course Introduction...
Algorithmic Toolbox
by Alexander S. Kulikov , Michael Levin , Neil Rhodes , Pavel Pevzner , Daniel M Kane- 4.6
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Approx. 39 hours to complete
We will learn a lot of theory: how to sort data and how it helps for searching; how to break a large problem into pieces and solve them recursively; when it makes sense to proceed greedily; how dynamic programming is used in genomic studies. What background knowledge is necessary? Problem Overview and Naive Algorithm...
Follow a Machine Learning Workflow
by Renée Cummings- 0.0
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Approx. 20 hours to complete
It is this process—also called a workflow—that enables the organization to get the most useful results out of their machine learning technologies. No matter what form the final product or service takes, leveraging the workflow is key to the success of the business's AI solution. Data Structure Terminology Guidelines for Preparing Training and Testing Data...
Machine Learning for Data Analysis
by Jen Rose , Lisa Dierker- 4.2
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Approx. 10 hours to complete
This course helps you do just that! Machine learning is the process of developing, testing, and applying predictive algorithms to achieve this goal. What Is Machine Learning? What Is a Decision Tree? What Is A Random Forest and How Is It "Grown"? What is Lasso Regression? What Is a k-Means Cluster Analysis?...
Modeling Data in the Tidyverse
by Carrie Wright, PhD , Shannon Ellis, PhD , Stephanie Hicks, PhD , Roger D. Peng, PhD- 0.0
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Approx. 21 hours to complete
Developing insights about your organization, business, or research project depends on effective modeling and analysis of the data you collect. Different modeling approaches can be chosen to detect interesting patterns in the data and identify hidden relationships. Types of Data Science Questions Descriptive and Exploratory Data Analysis What is Machine Learning? Data Exploration and Wrangling...
Data-driven Astronomy
by Tara Murphy , Simon Murphy- 4.8
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Approx. 24 hours to complete
Science is undergoing a data explosion, and astronomy is leading the way. Modern telescopes produce terabytes of data per observation, and the simulations required to model our observable Universe push supercomputers to their limits. Note that some knowledge of Python is assumed, including variables, control structures, data structures, functions, and working with files....
Cloud Networking
by P. Brighten Godfrey , Ankit Singla- 4.4
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Approx. 23 hours to complete
This course will allow us to explore in-depth the challenges for cloud networking—how do we build a network infrastructure that provides the agility to deploy virtual networks on a shared infrastructure, that enables both efficient transfer of big data and low latency communication, and that enables applications to be federated across countries and continents?...
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Privacy & Standardisation Capstone
by Jan Smits- 0.0
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Approx. 24 hours to complete
Paper: Dissolving privacy, One Merger at a Time: Competition, Data and Third Party Tracking Legal document: A Preliminary Opinion on data protection and scientific research Border - Protecting the Data on your Devices and in the Cloud Guide: What is 'Pseudomized' Data? Article: Personal Data Pseudonymization: GDPR Pseudonymization what and how...
Introduction to Machine Learning Course
by Katie Malone , Sebastian Thrun- 0.0
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Timeline Approx. 10 Weeks
lesson 1 Welcome to Machine Learning Learn what Machine Learning is and meet Sebastian Thrun! Find out where Machine Learning is applied in Technology and Science. Splitting data between training sets and testing sets with scikit learn. lesson 5 Choose your own Algorithm Decide how to pick the right Machine Learning Algorithm among K-Means, Adaboost, and Decision Trees....
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Business Transformation with Google Cloud
by Google Cloud Training- 4.7
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Approx. 11 hours to complete
What is cloud technology or data science and what’s all the hype about? More importantly, what can it do for you, your team, and your business? What is cloud? What is your role in the Shared Responsibility Model? Explain what cloud technology is and the top reasons the cloud era is revolutionizing business...
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