Generative AI for Business Leaders
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How Google does Machine Learning
دوراتنا
Mathematics for Machine Learning and Data Science
Newly updated for 2024! Mathematics for Machine Learning and Data Science is a foundational online program created by DeepLearning.AI and taught by Luis Serrano. In machine learning, you apply math concepts through programming. And so, in this specialization, you’ll apply the math concepts you learn using Python programming in hands-on lab exercises.
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Self Paced
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الإنجليزية
Virtual Building Design for Engineers Using Autodesk Revit
This course is a beginners guide to Autodesk Revit software. Students will learn the fundamentals of Autodesk Revit’s functionality and how Design Professionals and Project Teams use Autodesk Revit-centric and BIM-centric workflows for design and construction optimization, coordination, visualization, and automation.
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10
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الإنجليزية
Data Structures & Algorithms III: AVL and 2-4 Trees, Divide and Conquer Algorithms
Learn more complex tree data structures, AVL and (2-4) trees. Investigate the balancing techniques found in both tree types. Implement these techniques in AVL operations. Explore sorting algorithms with simple iterative sorts, followed by Divide and Conquer algorithms. Use the course visualizations to understand the performance.
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Self Paced
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الإنجليزية
Introduction to Digital Humanities
Develop skills in digital research and visualization techniques across subjects and fields within the humanities.
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35
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الإنجليزية
Data Science: Visualization
Learn basic data visualization principles and how to apply them using ggplot2.
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Self Paced
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12
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الإنجليزية
Advanced Bioconductor
Learn advanced approaches to genomic visualization, reproducible analysis, data architecture, and exploration of cloud-scale consortium-generated genomic data.
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44
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الإنجليزية
Excel for Everyone: Data Analysis Fundamentals
Perform advanced data wrangling, analysis and dashboard visualization to help drive strategic decision-making.
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Self Paced
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الإنجليزية
MATLAB and Octave for Beginners
Learn MATLAB and Octave and start experimenting with matrix manipulations, data visualizations, functions and mathematical computations.
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44
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الإنجليزية
Data Analytics and Visualization Capstone Project
Accelerate the knowledge you gain from previous courses in the IBM Data Analyst Professional Certificate program. Assume the role of an Associate Data Analyst and use various skills and techniques on real-world datasets to accomplish a task.
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15
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الإنجليزية
Visualizing Data with Python
Data visualization is the graphical representation of data in order to interactively and efficiently convey insights to clients, customers, and stakeholders in general.
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Course by
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Self Paced
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28
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الإنجليزية
Data Visualization and Building Dashboards with Excel and Cognos
Build the fundamental knowledge necessary to use Excel and IBM Cognos Analytics to create data visualizations and to create dashboards containing those visualizations to help tell a lucid story about data.
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Course by
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Self Paced
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28
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الإنجليزية
R Data Science Capstone Project
Apply various data analysis and visualization skills and techniques you have learned by taking on the role of a data scientist working with real-world data sets.
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21
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الإنجليزية
MATLAB Essentials
Master the essentials of data visualization, data analysis, programming, and app design interactively with MATLAB.
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Self Paced
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6
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الإنجليزية
Storytelling and Persuading using Data and Digital Technologies
Learn how to gain traction for your digital transformation initiatives with stories based on data that use compelling data visualizations to build a persuasive business case.
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10
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الإنجليزية
Data Structures & Algorithms I: ArrayLists, LinkedLists, Stacks and Queues
Work with the principles of data storage in Arrays, ArrayLists & LinkedList nodes. Understand their operations and performance with visualizations. Implement low-level linear, linked data structures with recursive methods, and explore their edge cases. Extend these structures to the Abstract Data Types, Stacks, Queues and Deques.
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الإنجليزية
Stakeholder Outreach: Effective Communication of Complex Environmental Threats
Learn how to engage communities through powerful storytelling, data visualization, and persuasive presence to motivate action on complex environmental projects.
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10
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الإنجليزية
Strategic Communication for Sustainability Leaders
Communicating science effectively is a critical skill for anyone involved in environmental policy or sustainability. Learn how to integrate effective visualizations into compelling narratives to clearly explain complex ecosystem processes.
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32
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الإنجليزية
Data Representation and Visualization in Tableau
Use Tableau to explore data and discover insights to innovate data-driven decision-making.
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الإنجليزية
Data Analytics and Visualization in Health Care
Learn best practices in data analytics, informatics, and visualization to gain literacy in data-driven, strategic imperatives that affect all facets of health care.
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الإنجليزية
Sustainable Consumption and Health
This course is an introductory and foundational course on sustainable consumption and health. In the first part of this course, we briefly review definitions of sustainability and the relationship between the three dimensions of sustainability and the UN-Environment Sustainable Environment Goals (SDGs), target and indicators. We then look at frameworks, indicators and footprint requirements to adequately measure sustainability, offering the opportunity to the participants to assess their own carbon and environmental footprint and make recommendation on how to reduce it.
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Course by
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Self Paced
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14 ساعات
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الإنجليزية
Information Visualization: Applied Perception
This module aims at introducing fundamental concepts of visual perception applied to information visualization. These concepts help the student ideate and evaluate visualization designs in terms of how well they leverage the capabilities of the human perceptual machinery.
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Course by
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Self Paced
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12 ساعات
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الإنجليزية
Interactive Geospatial Visualization:Kepler GL & Jupyter Lab
In this 1-hour long project-based course, you will learn how to easily create beautiful data visualization with Kepler inside Jupyter Notebooks and effectively design different geospatial data visualizations.
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Course by
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Self Paced
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4 ساعات
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الإنجليزية
Data Analysis and Visualization Foundations
Deriving insights from data and communicating findings has become an increasingly important part of virtually every profession. This Specialization prepares you for this data-driven transformation by teaching you the core principles of data analysis and visualization and by giving you the tools and hands-on practice to communicate the results of your data discoveries effectively. You will be introduced to the modern data ecosystem. You will learn the skills required to successfully start data analysis tasks by becoming familiar with spreadsheets like Excel.
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Self Paced
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الإنجليزية
Data Visualization with Tableau
In 2020 the world will generate 50 times the amount of data as in 2011. And 75 times the number of information sources (IDC, 2011). Being able to use this data provides huge opportunities and to turn these opportunities into reality, people need to use data to solve problems. This Specialization, in collaboration with Tableau, is intended for newcomers to data visualization with no prior experience using Tableau. We leverage Tableau's library of resources to demonstrate best practices for data visualization and data storytelling.
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Self Paced
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الإنجليزية
Fake Instagram Profile Detector
In this hands-on project, we will build and train a simple artificial neural network model to detect spam/fake Instagram accounts. Fake and spam accounts are a major problem in social media. Many social media influencers use fake Instagram accounts to create an illusion of having so many social media followers. Fake accounts can be used to impersonate or catfish other people and be used to sell fake services/products.
By the end of this project, you will be able to:
- Understand the applications of Artificial Intelligence and Machine Learning techniques in the banking industry
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Course by
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Self Paced
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4 ساعات
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الإنجليزية