Search result for Data structures and algorithms Online Courses & Certifications
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Semantic Modelling
by Patrick Janssen , Derek Pung , Pradeep Alva- 0.0
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5 Weeks
You will also discover how list and dictionary data structures can be nested to create more complex types of data structures. Become familiar with a range of existing spatial data formats and representations Attaching attribute data to geometry, topology, and collections Querying and filtering data in the model using attributes Developing complex data structures using nested lists and dictionaries...
$149
Business Application of Machine Learning and Artificial Intelligence in Healthcare
by Craig Johnson- 4.1
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Approx. 12 hours to complete
The future of healthcare is becoming dependent on our ability to integrate Machine Learning and Artificial Intelligence into our organizations. Decision Support and Use Cases Consumerism, Supply Chain and Social & Situational Determinants Operationalizing Consumerism Using ML and AI Machine Learning, Artificial Intelligence, and Decision Support Journey Mapping and Pain Points...
Using Python to Access Web Data
by Charles Russell Severance- 4.8
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Approx. 19 hours to complete
We will scrape, parse, and read web data as well as access data using web APIs. We will work with HTML, XML, and JSON data formats in Python. These topics include variables and expressions, conditional execution (loops, branching, and try/except), functions, Python data structures (strings, lists, dictionaries, and tuples), and manipulating files....
Machine Learning 2020: Complete Maths for Machine Learning
by Jitesh Khurkhuriya- 4.1
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2.5 hours on-demand video
That simply means, you have understood the importance of mathematics to truly understand and learn Data Science and Machine Learning. We will get you upto speed in the mathematics required for Machine Learning and Data Science. We will also see, how the vectors and matrices together can be used for various data transformations in Machine Learning and Data Science....
$11.99
Algorithms on Strings
by Alexander S. Kulikov , Michael Levin , Pavel Pevzner , Neil Rhodes- 4.5
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Approx. 18 hours to complete
World and internet is full of textual information. To make sense of all that information and make search efficient, search engines use many string algorithms. Slides and External References Burrows-Wheeler Transform and Suffix Arrays Slides and External References Slides and External References Constructing Suffix Arrays and Suffix Trees Suffix Array and Suffix Tree...
Low Level System Design [An interview perspective]
by Abhishek Ghosh- 3.9
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6.5 hours on-demand video
Software Engineering interviews focus on the coding and software designing skills in an interview. The Algorithms round check the raw coding skills of a candidate, by the application of Data Structures and Algorithms mostly practiced in school, while the Design round tests the System design skills, which can be High Level Design [HLD] or Low Level Design [LLD]....
$11.99
Functional & Reactive programming in Java : Modern Style
by Basics Strong- 4.6
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21 hours on-demand video
Is the most simple and clear explanation of lambda. Strict and concise with short brief examples Functional Data Structures Streams and Parallel Streams Stream and Parallel Streams Deep Dive Functional Data Structures We have covered all the prospective like Data Structures, Design Patterns, Collections in Functional Programming. All The Best and Happy Learning!...
$18.99
Mastering Unsupervised Learning with Python
by Packt Publishing- 3.6
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4 hours on-demand video
In this video course you will understand the assumptions, advantages, and disadvantages of various popular clustering algorithms, and then learn how to apply them to different data sets for analysis. He holds master’s degrees from Harvard University and Free University Berlin, a CFA charter, and has been teaching data science and statistics for several years....
$12.99
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
A Beginner's Guide to Machine Learning (in Python)
by Curiosity for Data Science- 4.7
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3.5 hours on-demand video
You will understand what Big Data is and what Data Science and Data Analytics is. You will learn algorithms such as Linear Regression, Logistic Regression, Support Vector Machine, K-Nearest Neighbor, Decision Trees, and Neural Networks. Preprocessing data will be taught and you will understand how to clean your data, transform it, how to handle categorical features, and how to handle unbalanced data....
$11.99
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