Search result for Data structures and algorithms Online Courses & Certifications
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The Comprehensive Statistics and Data Science with R Course
by Geoffrey Hubona, Ph.D.- 3.5
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19.5 hours on-demand video
Objects, their modes and attributes Lists and data frames The first half of the course is suited for novice R users and guides one through "hands-on" practice to master the input and output of data, as well as all of the major and important objects and data structures that are used within the R environment....
$12.99
Introduction to Collections, Generics & Reflection in Java
by Holczer Balazs- 4.5
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7.5 hours on-demand video
A Guide to Understand Generics, Collections Framework (Data Structures) and Reflection in Java! Learn the basic concepts and functions that you will need to build fully functional programs with the popular programming language, Java. fundamentals of generics and generic programming hashing based data structures and hash-functions Understand the basic data structures...
$14.99
Probabilistic Graphical Models 3: Learning
by Daphne Koller- 4.6
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Approx. 66 hours to complete
These representations sit at the intersection of statistics and computer science, relying on concepts from probability theory, graph algorithms, machine learning, and more. Following the first course, which focused on representation, and the second, which focused on inference, this course addresses the question of learning: how a PGM can be learned from a data set of examples....
MTA 98-361 Software Development Fundamentals C# Exam Prep
by Sonia Cross- 4.6
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Access to the following downloadable resources and study guides after you have signed up: The Objective 3 Study guide contains the following: All you need to know about General Software Development - Data structures and sorting algorithms, Application lifecycle management & the SDLC, Software Testing. Data structures and sorting algorithms made easy study guide & snap-sheet for quick revision....
$12.99
The Art & Science of Product Management
by Nancy Wang- 4.6
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Approx. 11 hours to complete
Learn how Amazon, Facebook, Google, and Twitch PMs and lead and collaborate with an interdisciplinary team of UX designers, software engineers, AI/ML engineers. Plus, practice real PM interview questions asked by Microsoft, Google, and Amazon! PMing with AI and Machine Learning Leading and Collaborating with Engineers + Acing the PM Technical Interview Question Trees & Combined Data Structures...
Machine Learning using Python
by EDU CBA- 3.7
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3.5 hours on-demand video
This training is an introduction to the concept of machine learning, its algorithms and application using Python. Machine learning is a scientific discipline that explores the construction and study of algorithms that can learn from data. This training is an introduction to the concept of machine learning, its algorithms and application using Python....
$12.99
Teaching Impacts of Technology: Data Collection, Use, and Privacy
by Beth Simon- 4.6
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Approx. 13 hours to complete
In this course you’ll focus on how constant data collection and big data analysis have impacted us, exploring the interplay between using your data and protecting it, as well as thinking about what it could do for you in the future. Impacts (What could my data do for me in the future?...
Machine Learning Technical Interview
by Vladimir Poliakov- 3.6
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5 hours on-demand video
We will systematically cover the data preparation methods including data normalization, outliers handling, feature engineering, and dimensionality reduction techniques. Having finished reviewing the interview questions on algorithms, we will move on to the subject area of machine learning and discuss such topics as good experiment design, cross-validation methods, overfitting and underfitting, feature selection methods, unbalanced data problem....
$11.99
Learn Machine Learning From Scratch
by Shokal Shah- 2.8
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37 mins on-demand video
Machine learning is a scientific discipline that explores the construction and study of algorithms that can learn from data. Such algorithms operate by building a model from example inputs and using that to make predictions or decisions, rather than following strictly static program instructions. This algorithm vary in their goals,in the available training data, and in the learning strategies....
$9.99
Data Structures and Design Patterns for Game Developers
by Dr. Tim "Dr. T" Chamillard- 4.6
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Approx. 22 hours to complete
Throughout this course you'll build on your foundational C# and Unity knowledge by developing more robust games with better object-oriented designs using various data structures and design patterns. Module 1: Explore a Dynamic Array data structure and learn the basics of algorithm analysis Module 2: Learn about and use the common Linked List and Graph data structures...
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