Search result for Data structures and algorithms online Online Courses & Certifications
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Data Science Ethics
by H.V. Jagadish- 4.8
Approx. 15 hours to complete
You will examine the need for voluntary disclosure when leveraging metadata to inform basic algorithms and/or complex artificial intelligence systems while also learning best practices for responsible data management, understanding the significance of the Fair Information Practices Principles Act and the laws concerning the "right to be forgotten. Case Study: Algorithms and Race...
Distributed Machine Learning with Apache Spark
by Ameet Talwalkar , Jon Bates- 0.0
4 Weeks
This statistics and data analysis course introduces the underlying statistical and algorithmic principles required to develop scalable real-world machine learning pipelines. You will implement distributed algorithms for fundamental statistical models (linear regression, logistic regression, principal component analysis) while tackling key problems from domains such as online advertising and cognitive neuroscience. Exploratory data analysis, feature extraction, supervised learning, and model evaluation...
$99
Accounting Data Analytics with Python
by Ronald Guymon , Linden Lu- 4.1
Approx. 32 hours to complete
It will cover some of the same material from Introduction to Accounting Data Analytics and Visualization, but in a more general purpose programming environment (Jupyter Notebook for Python), rather than in Excel and the Visual Basic Editor. We then analyze the data using visualizations and linear regression. 1 Introduction to Python Data Structures...
Django Features and Libraries
by Charles Russell Severance- 4.8
Approx. 16 hours to complete
You will learn about cookies, sessions, and authentication processes in Django. You will build navigation into your applications and explore ways to easily improve the look and feel of Django applications. Cookies and Sessions Users and Authentication Creating and Managing Users in Django Login and Logout URLs in Django Many-To-Many Data Models for Courses and Membership...
ARM Raspberry Pi Assembly Language From Ground Up™
by Israel Gbati- 0.0
7 hours on-demand video
You will be able to create data structures such as FIFOs and LIFOs in Assembly. Furthermore you will design complex algorithms for performing Binary Search in assembly , and solving advance mathematical problems like the Taylor Series and the Bisection Algorithm . Sign up and lets start writing some low level code. Master creating Data Structures in Assembly...
$14.99
Master the Coding Interview: Data Structures + Algorithms
by Andrei Neagoie- 4.7
19 hours on-demand video
Many developers who are "self taught", feel that one of the main disadvantages they face compared to college educated graduates in computer science is the fact that they don't have knowledge about algorithms, data structures and the notorious Big-O Notation. Programming skills should be affordable and open to all....
$14.99
Machine Learning: Classification
by Emily Fox , Carlos Guestrin- 4.7
Approx. 21 hours to complete
In addition, you will be able to design and implement the underlying algorithms that can learn these models at scale, using stochastic gradient ascent. You will also address significant tasks you will face in real-world applications of ML, including handling missing data and measuring precision and recall to evaluate a classifier....
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Principles of Computing (Part 2)
by Scott Rixner , Joe Warren , Luay Nakhleh- 4.8
Approx. 16 hours to complete
This two-part course introduces the basic mathematical and programming principles that underlie much of Computer Science. Understanding these principles is crucial to the process of creating efficient and well-structured solutions for computational problems. The mathematical portion of the class will focus on searching, sorting, and recursive data structures. Searching and Data Structures...
Mastering Iterative Object-oriented Development in C#
by Zoran Horvat- 0.0
4.5 hours on-demand video
The end result will be a complex application which is still flexible and extensible - exactly the way we always wanted our object-oriented code to be. In four and a half hours of this course, you will learn how to control design of classes, design of complex algorithms, and how to recognize and implement data structures....
$12.99
Business Analytics Executive Overview
by Douglas B. Laney- 4.6
Approx. 17 hours to complete
Businesses run on data, and data offers little value without analytics. Increasingly many businesses are striving to become “data-driven”, proactively relying more on cold hard information and sophisticated algorithms than upon the gut instinct or slow reactions of humans. Lecture 1-5-3 Where to Put the Data and How to Get it There?...