Search result for Data structures and algorithms course Online Courses & Certifications
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Imbalanced Learning (Unbalanced Data) - The Complete Guide
by Bassam Almogahed- 4
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5 hours on-demand video
Data based approaches, algorithmic approaches and more! This is a niche topic for students interested in data science and machine learning fields. Learning from unbalanced data poses major challenges and is recognized as needing significant attention. The problem with unbalanced data is the performance of learning algorithms in the presence of underrepresented data and severely skewed class distributions....
$119.99
Learning Functional JavaScript
by Packt Publishing- 4.1
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2.5 hours on-demand video
A deep dive into functional programming with practical examples from both server and client-side JavaScript code Its focus on side-effect free code, unadorned data manipulation and simple structures promote a coding style that reduces bugs, and lifts the level of abstraction to a point where we can achieve more with less code....
$12.99
Machine Learning A-Z™: Hands-On Python & R In Data Science
by Kirill Eremenko- 4.5
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44 hours on-demand video
Learn to create Machine Learning Algorithms in Python and R from two Data Science experts. This course has been designed by two professional Data Scientists so that we can share our knowledge and help you learn complex theory, algorithms, and coding libraries in a simple way. Moreover, the course is packed with practical exercises that are based on real-life examples....
$17.99
Read, write, and analyze data with pandas & Python!
by Mammoth Interactive- 3.3
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25 hours on-demand video
Let's learn data analysis with pandas and Python! This course is suitable for coding beginners because we begin with a complete introduction to coding. Then we delve deep into using pandas, an open source library with high-performance and easy-to-use data structures and data analysis tools written for Python. You learn about data structures such as lists, dictionaries, and sets....
$9.99
Learn Python Programming to Land up in a Job
by Suresh M S- 3.7
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17.5 hours on-demand video
This course helps you becoming a Python Expert and get an in depth understanding of one of the most trending and in demand skill of 2020! Learn how to handle and operate text data in Python Understand complete details of different data structures like List, Dictionaries, Tuples and Sets along with different operations using them...
$12.99
Dealing With Missing Data
by Richard Valliant, Ph.D.- 3.8
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Approx. 18 hours to complete
This course will cover the steps used in weighting sample surveys, including methods for adjusting for nonresponse and using data external to the survey for calibration. Among the techniques discussed are adjustments using estimated response propensities, poststratification, raking, and general regression estimation. Tree algorithms Quiz on calibration and poststratification Means and hotdeck...
The Fun and Easy Guide to Machine Learning using Keras
by Augmented Startups- 3.9
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5 hours on-demand video
Welcome to the Fun and Easy Machine learning Course in Python and Keras. The course will start by introducing students to one of the most fundamental statistical data analysis models and its practical implementation in Python- ordinary least squares (OLS) regression. However, majority of the course will focus on implementing different techniques on real data and interpret the results....
$13.99
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Optimization Methods for Business Analytics
by James Orlin , Khizar Qureshi- 0.0
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6 Weeks
Theoretical components of the course are made approachable, and require no formal background in linear algebra or calculus. The content in this course has applications in logistics, marketing, project management, finance, statistics and machine learning. Most of the course material will be covered in lecture and recitation videos, and only an optional textbook, available at no cost, will be used....
$49
Excel 365 Power Query - Get and Transform Data like a Pro
by Paula Guilfoyle CPA & MVP- 0.0
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3 hours on-demand video
Learn how to get and transform data like a pro using Excels Power Query Do you want to learn how to connect to and transform data like a pro? From there we will move into combining data and simple transformations, such a merge and append. This course is a hands-on practical course with workbooks to download and activities to complete...
$12.99
Introduction to Data Analytics for Accountants
by Rizwan Ahmed- 4.4
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1.5 hours on-demand video
It is a 1 hour and 20 minutes short course on data analytics for accountants, auditors, and other finance professionals. The course aims to give you a birds-eye view of data analytics, the process, and multiple tools that help carry out data analytics rather than teaching a single application. - Different Data Structures and why accountants should understand the difference....
$12.99
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