Search result for Mathematics for data science Online Courses & Certifications
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Data Science: Computational Thinking with Python
by Ani Adhikari , John DeNero , David Wagner- 0.0
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5 Weeks
Though the term “data science” is relatively new, the fundamental ideas of data science are not. Throughout, the underlying thread is that data science is a way of thinking, not just an assortment of methods. You will also hone your interpretation and communication skills, which are essential skills for data scientists....
$199
I/O-efficient algorithms
by Mark de Berg- 4.6
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Approx. 10 hours to complete
Operations on data become more expensive when the data item is located higher in the memory hierarchy. An operation on data in CPU registers is roughly a million times faster than an operation on a data item that is located in external memory that needs to be fetched first. - Basic data structures: linked lists, stacks, queues, heaps...
Complete Outlier Detection Algorithms A-Z: In Data Science
by Saurav Singla- 4.8
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1.5 hours on-demand video
Outlier Detection Algorithms in Data Science, Machine Learning, Deep Learning, Data Analysis, Statistics with Python Welcome to the course "Complete Outlier Detection Algorithms A-Z: In Data Science". The process of identifying outliers has many names in Data Science and Machine learning such as outlier modeling, novelty detection, or anomaly detection....
$12.99
Foundations of Data Structures
by Deepak B. Phatak , Nagesh Karmali , Ajit Diwan , Ganesh Ramakrishnan- 0.0
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6 Weeks
Data structures provide a means to manage large amounts of data for use in databases and internet indexing services. In this Computer Science course, you will start by learning basic data types, such as numbers, and gradually build a conceptual framework for organizing and managing efficient structures. How to use appropriate data structures for representing, organizing, and manipulating data...
$149
Open Science: Sharing Your Research with the World
by Michiel de Jong , Nicole Will , Anneke Zuiderwijk , Marijn Janssen- 0.0
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6 Weeks
Explore ways to apply Open Science principles to academic work - including your own. In this course, you will learn the objectives, main concepts, and benefits of Open Science principles along with practices for open data management and open data sharing. How can researchers be acknowledged for the research software they write?...
$50
Data Science and Machine Learning Capstone Project
by Sourav Mazumder , Linda Liu , Alex Aklson- 0.0
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6 Weeks
Create a project that you can use to showcase your Data Science skills to prospective employers. Apply various data science and machine learning techniques to analyze and visualize a data set involving a real life business scenario and build a predictive model. Apply your knowledge of data science and machine learning to a real life scenario...
$149
Julia: Performing Statistical Computations
by Packt Publishing- 2.6
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1.5 hours on-demand video
Moving on, you will learn to build data science models by using several algorithms such as dimensionality reduction, linear discriminant analysis, and so on. You’ll learn to optimize data science programs with parallel computing and memory allocation. Build your data science models He is part of the Julia project, where he develops data science models and contributes to the codebase....
$12.99
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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. He obtained his Master of Science degree in Industrial Engineering and Operations Research at Ghent University, before moving his career into Data Analytics and Data Science, in which he has been active for the past 5 years....
$11.99
Fundamentals of Scalable Data Science
by Romeo Kienzler- 4.3
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Approx. 20 hours to complete
Apache Spark is the de-facto standard for large scale data processing. We strongly believe that is is crucial for success to start learning a scalable data science platform since memory and CPU constraints are to most limiting factors when it comes to building advanced machine learning models. OPTIONAL: Test Data Generator (data is provided for you already)...
Learn Data Science From Scratch
by Shokal Shah- 1.8
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40 mins on-demand video
Ultimate Data Science course This course is designed for both complete beginners with no programming experience or experienced developers looking to make the jump to Data Science!. This course will give you a full overview of the Data Science journey. How to clean and prepare your data for analysis How to perform basic visualisation of your data...
$9.99
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