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Linear Algebra Basics

Linear Algebra Basics

Machine learning and data science are the most popular topics of research nowadays. They are applied in all the areas of engineering and sciences. Various machine learning tools provide a data-driven solution to various real-life problems. Basic knowledge of linear algebra is necessary to develop new algorithms for machine learning and data science. In this course, you will learn about the mathematical concepts related to linear algebra, which include vector spaces, subspaces, linear span, basis, and dimension.

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  • 21 ساعات
  • الإنجليزية
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Local Economic Development

Local Economic Development

Welcome to this MOOC on Local Economic Development (LED). Local economic development refers to the processes by which local governments, businesses, and civil society groups get together to raise income sustainably and improve their lives in a well-defined area. It’s about creating jobs, securing livelihoods, improving infrastructure and managing local resources. What do I learn? We will be dealing with questions such as the following. Why does economic development take place in some areas of the world and not in others? Why doesn’t it happen in your place?

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  • Self Paced
  • 27 ساعات
  • الإنجليزية
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Digital Media and Strategic Planning in Technology Markets

Digital Media and Strategic Planning in Technology Markets

An old phrase in business is "Build it and they will come". If heard at all today it will be ironically, as entrepreneurs too often make things that nobody really wants. Cryptocurrency became a trillion-dollar industry without anyone being able to name a clear use for it beyond illicit transactions. In this second course we take-up the research outputs perviously generated and apply to them strategic planning to include the most effective analytical tools and stress tests to challenge and improve business models.

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  • Self Paced
  • 20 ساعات
  • الإنجليزية
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Genomics for Law

Genomics for Law

Genomics for Law provides a unique framework to review the history and basics of genomics research as well as explore how genomics has, and will continue to, interact with the law. Throughout this course you will explore the implications of genomics research on law, as well as law's influence and implications on genomics research, as it pertains to the following topics: • Genomics and Criminal Law • Genomics and Criminal Procedure • Forensic Genomics • Intellectual Property Protection and Biotechnology • Genomics and Tort Law • Genomics and Privacy Law • Legal and Ethical Issues in Genomics

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  • Self Paced
  • 12 ساعات
  • الإنجليزية
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Science of Diet and Exercise

Science of Diet and Exercise

Changing your health and getting to where you want to be required not only an effective exercise program but a nutrition program that will complement your goals. It is through the combination of diet and exercise that you can maximize your efforts and become the best version of yourself. With the NASM Science of Diet and Exercise Specialization, you will learn how to lay the groundwork of an effective program that combines your nutrition and activity to achieve the results you want.

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  • Self Paced
  • الإنجليزية
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The Place of Music in 21st Century Education

The Place of Music in 21st Century Education

What do children need from education now, and in the future? How is technology best used in teaching and learning? How can innovative approaches to education be reconciled with established, traditional ones? What does student-centred learning really mean? This five module course is not just for classroom or ensemble music educators. It’s suitable for anyone interested in creativity-infused education, in contemporary education issues, and in the integration and use of digital technology.

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  • التعلم الذاتي
  • 22 ساعات
  • الإنجليزية
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Electrodynamics

Electrodynamics

If you want to apply electrodynamics to your materials research project, this Specialization will help you do so. Electromagnetic force is one of the fundamental forces that hold atoms and molecules together, which are the building blocks of any materials.In four courses, you will learn the foundations of electrodynamics starting from the nature of electrical force up to the level of in-depth solutions of Maxwell equations. We will walk you through vector calculus, concepts of field, flux and circulation, electrostatics, and magnetostatics as well as electrodynamics.

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  • Self Paced
  • الإنجليزية
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Self-Driving Cars

Self-Driving Cars

Be at the forefront of the autonomous driving industry. With market researchers predicting a $42-billion market and more than 20 million self-driving cars on the road by 2025, the next big job boom is right around the corner. This Specialization gives you a comprehensive understanding of state-of-the-art engineering practices used in the self-driving car industry.

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  • Self Paced
  • الإنجليزية
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Ecological and Energy Transitions in Southern Countries

Ecological and Energy Transitions in Southern Countries

The Agence Française de Développement and the Ecole normale supérieure are launching the fourth edition of the MOOC “Ecological and Energy Transitions in Southern Countries".

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  • 29 ساعات
  • الإنجليزية
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Customer Centricity with Professor Jagdish Sheth

Customer Centricity with Professor Jagdish Sheth

This is a master class in Customer Centricity. Professor Jagdish Sheth, 2020 Padma Bhushan Award winner for Literature and Education, guides you through proven strategies and practical steps for implementing customer centricity practices into your business. Professor Sheth shares wisdom and insight from decades of experience, years of research, and recommendations from multiple senior industry leaders to help grow your business and cut costs by keeping the customers you have by creating a customer centric culture.

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  • Self Paced
  • الإنجليزية
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Excel Skills for Business

Excel Skills for Business

This specialization is intended for anyone who seeks to develop one of the most critical and fundamental digital skills today. Spreadsheet software remains one of the most ubiquitous pieces of software used in workplaces across the world. Learning to confidently operate this software means adding a highly valuable asset to your employability portfolio. In the United States alone, millions of job advertisements requiring Excel skills are posted every day. Research by Burning Glass Technologies and Capital One shows that digital skills lead to higher income and better employment opportunities.

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  • Self Paced
  • الإنجليزية
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Social Media Data Analytics

Social Media Data Analytics

Learner Outcomes: After taking this course, you will be able to: - Utilize various Application Programming Interface (API) services to collect data from different social media sources such as YouTube, Twitter, and Flickr. - Process the collected data - primarily structured - using methods involving correlation, regression, and classification to derive insights about the sources and people who generated that data. - Analyze unstructured data - primarily textual comments - for sentiments expressed in them. - Use different tools for collecting, analyzing, and exploring social media data for resea

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  • 13 ساعات
  • الإنجليزية
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Trading Strategies in Emerging Markets

Trading Strategies in Emerging Markets

This Specialization equips individual investors and money managers with the skills required to develop their own trading strategies and test them. When you complete the Specialization, you’ll be ready to apply eight ready-made trading strategies, based on rigorous academic research, that have been shown to be. You’ll also be able to design your own trading strategy, back test it, and measure its performance.

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  • Self Paced
  • الإنجليزية
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Statistics with Python

Statistics with Python

This specialization is designed to teach learners beginning and intermediate concepts of statistical analysis using the Python programming language. Learners will learn where data come from, what types of data can be collected, study data design, data management, and how to effectively carry out data exploration and visualization. They will be able to utilize data for estimation and assessing theories, construct confidence intervals, interpret inferential results, and apply more advanced statistical modeling procedures.

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  • Self Paced
  • الإنجليزية
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Statistics for Data Science with Python

Statistics for Data Science with Python

This Statistics for Data Science course is designed to introduce you to the basic principles of statistical methods and procedures used for data analysis. After completing this course you will have practical knowledge of crucial topics in statistics including - data gathering, summarizing data using descriptive statistics, displaying and visualizing data, examining relationships between variables, probability distributions, expected values, hypothesis testing, introduction to ANOVA (analysis of variance), regression and correlation analysis.

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  • Self Paced
  • 14 ساعات
  • الإنجليزية
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Academic English: Writing

Academic English: Writing

The skills taught in this Specialization will empower you to succeed in any college-level course or professional field. You’ll learn to conduct rigorous academic research and to express your ideas clearly in an academic format. In the final Capstone Project, all the knowledge that you’ve gained over the span of these courses will culminate into an academic research paper on an issue of your choice.

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  • Self Paced
  • الإنجليزية
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Data Analysis and Interpretation

Data Analysis and Interpretation

Learn SAS or Python programming, expand your knowledge of analytical methods and applications, and conduct original research to inform complex decisions. The Data Analysis and Interpretation Specialization takes you from data novice to data expert in just four project-based courses. You will apply basic data science tools, including data management and visualization, modeling, and machine learning using your choice of either SAS or Python, including pandas and Scikit-learn. Throughout the Specialization, you will analyze a research question of your choice and summarize your insights.

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  • Self Paced
  • الإنجليزية
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Multiple Regression Analysis in Public Health

Multiple Regression Analysis in Public Health

Biostatistics is the application of statistical reasoning to the life sciences, and it's the key to unlocking the data gathered by researchers and the evidence presented in the scientific public health literature. In this course, you'll extend simple regression to the prediction of a single outcome of interest on the basis of multiple variables. Along the way, you'll be introduced to a variety of methods, and you'll practice interpreting data and performing calculations on real data from published studies.

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  • 14 ساعات
  • الإنجليزية
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Advanced Clinical Data Science

Advanced Clinical Data Science

This course prepares you to deal with advanced clinical data science topics and techniques including temporal and research quality analysis.

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  • 4 ساعات
  • الإنجليزية
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First Principles of Computer Vision

First Principles of Computer Vision

Welcome to the First Principles of Computer Vision website - https://fpcv.cs.columbia.edu/about. This website serves as a supplementary resource to this specialization. Here, you will find additional information about the faculty team, ongoing research, and the academic resources for this specialization. What you can explore: ● About: Learn more about the faculty and staff behind the specialization. ● Research: The Columbia Imaging and Vision Laboratory (CAVE) at Columbia University is dedicated to the development of advanced vision systems.

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  • الإنجليزية
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Solving Complex Problems

Solving Complex Problems

SOLVING COMPLEX PROBLEMS will teach you revolutionary new problem-solving skills. Involving lectures from over 50 experts from all faculties at Macquarie University, we look at solving complex problems in a way that has never been done before. Please note that this specialisation will be discontinued on Monday 30 September 2024.

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  • Self Paced
  • الإنجليزية
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Pricing Strategy Optimization

Pricing Strategy Optimization

In this Specialization, we show you techniques to increase price realization and maximize profits. Learn from Boston Consulting Group's global pricing experts and University of Virginia Darden School of Business faculty, who share the frameworks, tips and tools we use in our business and research environments. We will look at pricing through BCG's proprietary and time-tested three “lenses”—cost and economics, customer value, and competition—to build your understanding of the strategic power of pricing.

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  • Self Paced
  • الإنجليزية
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People and Soft Skills for Professional and Personal Success

People and Soft Skills for Professional and Personal Success

Knowledge of soft skills or people Skills are increasingly coming into focus and being recognized as critical for success - hence at IBM we call them "Success Skills", and categorize them as "Hot Skills". A research by Harvard University, Carnegie Foundation and Stanford Research Center has concluded that 85% of job success comes from having well developed soft skills and people skills,and only 15% of job success comes from Technical skills and knowledge (hard skills). This specialization is aimed at helping you develop these powerful people and soft skills and behaviors that include: creat

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  • Self Paced
  • الإنجليزية
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Translational Science

Translational Science

An introduction to the field of Translational Science and its applications to improve patient and community health through the four stages of translational research. Translational science is the process of turning observations in the laboratory, clinic, and community into interventions that improve the health of individuals and populations. As the translational research enterprise — both in the United States and internationally — continues to expand, there is a growing need to increase the number of people pursuing training in the fields of clinical research and translational science.

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  • الإنجليزية
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Expressway to Data Science: R Programming and Tidyverse

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
  • الإنجليزية
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