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دوراتنا
Analyzing Data with Python
In this course, you will learn how to analyze data in Python using multi-dimensional arrays in numpy, manipulate DataFrames in pandas, use SciPy library of mathematical routines, and perform machine learning using scikit-learn!
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15
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الإنجليزية
Public Library Marketing and Public Relations
Learn how to develop effective marketing and PR strategies to help share your library’s programs, services, and value with the broader community.
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الإنجليزية
Strategic Planning for Public Libraries
Learn how to develop, implement, and adapt a strategic plan to fit the needs of your library.
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Self Paced
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الإنجليزية
Infrastructure Management for Public Libraries
Learn how library managers and directors make key operational decisions regarding maintenance, insurance, technology, and more.
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Self Paced
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الإنجليزية
Budgeting and Finance for Public Libraries
Understand financial concepts as well as effective practices in budgeting and auditing for library managers at all levels.
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Self Paced
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الإنجليزية
Managing a Diverse and Inclusive Workplace for Public Libraries
Learn management skills to support workplace diversity and inclusion in a public library setting.
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التعلم الذاتي
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الإنجليزية
Identifying Community Needs for Public Library Management
Learn how to conduct research, surveys, and interviews as well as how to analyze data to better assess the local needs and wants of a public library community.
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Self Paced
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الإنجليزية
Data Visualization using Plotly
Welcome to this 1 hour long guided project on Data Visualization using Plotly. Plotly is a python graphing library which is used to make interactive, publication-quality graphs. It allows users to import, copy and paste, or stream data to be analyzed and visualized. In this project you will learn how to create beautiful visualizations using Plotly constructs. This guided project is for anyone who wants to learn data visualization or already in the data science field.
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Course by
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Self Paced
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1 ساعات
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الإنجليزية
Learning SAS: Creating Formats and Labels
In this 1.03-hour long project-based course, you will learn to add LABELS to variables, use FORMATS to enhance outputs, regroup values using FORMATS, discover more on FORMAT RANGES and store your FORMATS in a FORMAT LIBRARY.
Note: This course works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions.
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Course by
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Self Paced
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3 ساعات
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الإنجليزية
Data Visualization using Plotnine and ggplot
Welcome to this 1.5 hour long guided project on Data Visualization using Plotnine and ggplot. Plotnine library is a powerful python visualization library based on R's ggplot2 package and a great package to make professional plots. It has the grammar of graphics from ggplot and is used to add layers that control geometries, facets, themes and many constructs. In this project you will learn how to create beautiful visualizations using plotnine and gglot constructs. This guided project is for anyone who wants to learn data visualization or already in the data science field.
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Course by
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Self Paced
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3 ساعات
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الإنجليزية
Getting Started With Game Development Using PyGame
In this 1-hour long project-based course, you will learn how to create a basic single-player Pong replica using the PyGame library for Python, creating a welcome screen, a game that responds to user input to move the paddle, scoring, and a game over screen with user options. By the end of the course, learners will have a basic understanding of the PyGame library and will be able to create simple games built on shapes. No previous experience with PyGame is required, as this is a basic introduction to the library, but familiarity with Python is recommended.
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Course by
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Self Paced
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3 ساعات
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الإنجليزية
Snake game in Python: use Pygame to build your game
In this 1-hour long project-based course, you will be able to create the famous snake game using Python and Pygame modules, also you will be able to identify most of the objects and functions in the pygame library that will help you to build your own game projects. This includes applying draw, time, and display modules, handling different types of events, and defining functions for completing the game logic.
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Course by
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Self Paced
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3 ساعات
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الإنجليزية
Django for Everybody
This specialization introduces Python programmers to building websites using the Django library. Across the four courses, you will learn HTML, CSS, SQL, Django, JavaScript, jQuery, and JSON Web Services. During the course, you will build online websites using Django and those working websites are graded throughout the course. This series is excellent preparation for learning other ways to build web applications using technologies like PHP (Web Applications for Everybody), Flask or Ruby on Rails.
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Course by
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Self Paced
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الإنجليزية
Mining Quality Prediction Using Machine & Deep Learning
In this 1.5-hour long project-based course, you will be able to: - Understand the theory and intuition behind Simple and Multiple Linear Regression. - Import Key python libraries, datasets and perform data visualization - Perform exploratory data analysis and standardize the training and testing data. - Train and Evaluate different regression models using Sci-kit Learn library. - Build and train an Artificial Neural Network to perform regression. - Understand the difference between various regression models KPIs such as MSE, RMSE, MAE, R2, and adjusted R2. - Assess the performance of regressio
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Self Paced
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2 ساعات
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الإنجليزية
Expressway to Data Science: R Programming and Tidyverse
R is one of the most popular languages used in the data science community and essential for any aspiring data scientist. This specialization will teach you how to do data science in R whether you are a beginning or a seasoned programmer. You will begin this three-course specialization by reviewing the fundamentals of programming in R and the importance of creating reproducible research.
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Self Paced
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الإنجليزية
Basic Modeling for Discrete Optimization
Optimization is a common form of decision making, and is ubiquitous in our society. Its applications range from solving Sudoku puzzles to arranging seating in a wedding banquet. The same technology can schedule planes and their crews, coordinate the production of steel, and organize the transportation of iron ore from the mines to the ports. Good decisions in manpower and material resources management also allow corporations to improve profit by millions of dollars.
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Self Paced
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28 ساعات
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الإنجليزية
Fundamentals of Java Programming
Immerse yourself in the world of Java programming with this comprehensive course, consisting of three modules, has been designed for those who are completely new to Java programming and desire to develop a strong foundation in it. In the first module, Java Fundamentals, you'll be introduced to Java programming and its integral components such as the Java Virtual Machine (JVM), the Java Runtime Environment (JRE), and the Java class library.
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Course by
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Self Paced
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18 ساعات
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الإنجليزية
Women Making History: Ten Objects, Many Stories
Learn how American women created, confronted, and embraced change in the 20th century while exploring ten objects from Radcliffe’s Schlesinger Library.
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8
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الإنجليزية
Explore Adobe Spark while creating Social Stories Highlights
By the end of this project, you will learn how to use Adobe Spark to create simple story highlights for your Social Media accounts.
You’ll be able to set up an account on Adobe Spark for free and explore its basic functions to create simple Visual Contents ready to be used on your social media.
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Course by
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Self Paced
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1 ساعات
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الإنجليزية
Multi-Echelon Inventory Simulation Using R Simmer
Welcome to "Multi Echelon Inventory Simulation Using R Simmer". This is a project-based course which should take about 2 hours to finish. Before diving into the project, please take a look at the course objectives and structure. By the end of this project, you will gain introductiory knowledge of Discrete Event Simulation, Multi Echelon Inventory Systems, be able to use R Studio and Simmer library, create statistical variables required for simulation, define process trajectory, define and assign resources, define arrivals (eg.
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Course by
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Self Paced
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2 ساعات
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الإنجليزية
Getting Started with Tensorflow.js
By the end of this project, you will learn how to code a smart webcam to detect people and other everyday objects using a pre-trained COCO-SSD image recognition model with Tensorflow.js.
Based on an older library called deeplearn.js, Tensorflow.js is a deep learning library that leverages Tensorflow to create, train and run inference on artificial neural network models directly in a web browser, utilizing the client's GPU/CPU resources (accelerated using WebGL). Tensorflow.js brings Tensorflow to the web!
JavaScript/Typescript experience is heavily recommended.
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Course by
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Self Paced
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2 ساعات
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الإنجليزية
Introduction to Object-Oriented Programming in C++
This course is the first of five courses aiming to help you to become confident working in the object-oriented paradigm in the C++ language. This specialisation is for individuals who want to learn about objected oriented programming. It's an all-in-one package that will take you from the very fundamentals of C++, all the way to building a crypto-currency exchange platform. During the five courses, you will work with the instructor on a single project: a crypto-currency exchange platform.
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Course by
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Self Paced
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11 ساعات
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الإنجليزية
Simulation of Inventory Replenishment Using R Simmer
By the end of this project, you will gain introductiory knowledge of Discrete Event Simulation, Inventory Replenishment, be able to use R Studio and Simmer library, create statistical variables required for simulation, define process trajectory, define and assign resources, define arrivals (eg. incoming customers / work units), run simulation in R, store results in data frames, plot charts and interpret the results.
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Course by
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Self Paced
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2 ساعات
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الإنجليزية
Fundamental Tools of Data Wrangling
Data wrangling is a crucial step in the data analysis process, as it involves the transformation and preparation of raw data into a suitable format for analysis. The "Fundamental Tools for Data Wrangling" course is designed to provide participants with essential skills and knowledge to effectively manipulate, clean, and analyze data. Participants will be introduced to the fundamental tools commonly used in data wrangling, including Python, data structures, NumPy, and pandas.
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Course by
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Self Paced
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27 ساعات
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الإنجليزية
Big Data Science with the BD2K-LINCS Data Coordination and Integration Center
The Library of Integrative Network-based Cellular Signatures (LINCS) was an NIH Common Fund program that lasted for 10 years from 2012-2021. The idea behind the LINCS program was to perturb different types of human cells with many different types of perturbations such as drugs and other small molecules, genetic manipulations such as single gene knockdown, knockout, or overexpression, manipulation of the extracellular microenvironment conditions, for example, growing cells on different surfaces, and more.
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Course by
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Self Paced
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9 ساعات
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الإنجليزية