Search result for Python data structures and algorithms Online Courses & Certifications
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Learning Path: Data Science With Apache Spark 2
by Packt Publishing- 3.6
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9 hours on-demand video
Get started with Spark for large-scale distributed data processing and data science We will look at the basics of Spark, introduce SparkR, then look at the charting and plotting features of Python in conjunction with Spark data processing, and finally take a thorough look at Spark's data processing libraries. His experience includes architecting, designing, and developing software applications....
$9.99
Advanced Machine Learning & Data Analysis Projects Bootcamp
by Mammoth Interactive- 4.4
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20.5 hours on-demand video
Build projects like a text summarizer! Learn object localization, image recognition and structuring data with pandas There are 4 main components to building a machine learning program: data gathering and formatting, model building, training, and testing and evaluating Data Gathering and Formatting Also divide data into mutually exclusive training and testing sets....
$12.99
Clustering & Classification With Machine Learning In R
by Minerva Singh- 4.3
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8 hours on-demand video
You will go all the way from carrying out data reading & cleaning to machine learning to finally implementing powerful machine learning algorithms and evaluating their performance using R. • Data Structures and Reading in R, including CSV, Excel and HTML data • How to Pre-Process and “Clean” data by removing NAs/No data,visualization ...
$12.99
Machine Learning for Data Science using MATLAB
by Nouman Azam- 4.3
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9.5 hours on-demand video
Learn to implement classification and clustering algorithms using MATLAB with practical examples, projects and datasets Additionally, this course is also for you if you have had previous hours and hours of machine learning theory but could never got a change or figure out how to implement and solve data science problems with it. Advance MATLAB Data Types and Data Structures...
$12.99
Create Arrays in Python NumPy - Learn Scientific Computing!
by Mammoth Interactive- 3.9
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22 hours on-demand video
You learn about data structures such as lists, dictionaries, and sets. You learn classes, methods, attributes, instancing, and class inheritance. In Part 2, you take your Python knowledge and apply it to NumPy. You learn to create and shape NumPy and 2D arrays. Learn how to resize, format, and sort arrays....
$9.99
PCA & multivariate signal processing, applied to neural data
by Mike X Cohen- 4.7
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10 hours on-demand video
Learn and apply cutting-edge data analysis techniques for the age of "big data" in neuroscience (theory and MATLAB code) Because data are stored in matrices, algorithms developed in linear algebra are extremely useful. intrigued by the image that starts off the Course Preview and want to know what it means! (The answers are in this course!)...
$11.99
Regression Machine Learning with Python
by Diego Fernandez- 3.5
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6 hours on-demand video
Read S&P 500® Index ETF prices data and perform regression machine learning operations by installing related packages and running code on Python IDE. At first, you’ll learn how to read S&P 500® Index ETF prices historical data to perform regression machine learning operations by installing related packages and running code on Python IDE....
$12.99
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Simulation and modeling of natural processes
by Bastien Chopard , Jean-Luc Falcone , Jonas Latt , Orestis Malaspinas- 4.2
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Approx. 23 hours to complete
This course gives you an introduction to modeling methods and simulation tools for a wide range of natural phenomena. Modeling and Simulation Modeling Space and Time Introduction and general concepts Introduction to programming with Python 3 An introduction to Python 3 Running a Python program Variables and data types Dive into python 3...
Natural Language Processing (NLP) with Python and NLTK
by CARLOS QUIROS- 3.8
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7 hours on-demand video
Practical Approach : Collecting and Preprocessing text data, Data Visualization, Model Building and NLP Apps - Sentence splitter and tokenization - Stemming and Lemmatization - Stop and rare word removal In this course you will find a concise review of the theory with graphical explanations and for coding it uses Python language and NLTK library....
$12.99
Code Yourself! An Introduction to Programming
by Dr Areti Manataki , Inés Friss de Kereki- 4.7
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Approx. 12 hours to complete
More importantly, it will introduce you to the fundamental principles of computing and it will help you think like a software engineer. Algorithms and Sequence Representation of Algorithms Precision and Assumptions Interview on Entrepreneurship and Programming (Spanish with English subtitles) Zombie Game: Requirements and Interface Design Zombie Game: Implementation of the Interface, Broom and Zombie...
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