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    Results for "advanced statistics"

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      M

      Microsoft

      Exploratory Data Analysis and Visualization

      Skills you'll gain:

      Beginner · Course

    • U

      University of North Texas

      Bachelor of Applied Arts and Sciences

      Skills you'll gain: Operations Management, Exploratory Data Analysis, Mediation, Change Management, Business Writing, Compensation and Benefits, Integrated Marketing Communications, Apache Hadoop, Consumer Behaviour, Organizational Change, Stakeholder Management, Event Management, Grammar, Social Media Strategy, Business Ethics, Sales Process, Diversity Awareness, Conflict Management, Research, Nutrition and Diet

      Earn a degree

      Degree · 1 - 4 Years

    • Status: Free Trial
      Free Trial
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      Microsoft

      Microsoft JavaScript Starter Kit

      Skills you'll gain:

      Beginner · Professional Certificate · 1 - 3 Months

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      Macquarie University

      Applied Cryptography & Information Security

      Skills you'll gain: Cryptography, Encryption, Network Security, Advanced Encryption Standard (AES), Public Key Infrastructure, Data Security, Key Management, Cybersecurity, Blockchain, Virtual Private Networks (VPN), Information Privacy, Wireless Networks, Authentications, Data Integrity, Emerging Technologies

      Mixed · Course · 1 - 3 Months

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      O.P. Jindal Global University

      MBA Business Analytics

      Skills you'll gain: Data Storytelling, Operations Management, Design Thinking, Data Visualization, Active Listening, Environmental Social And Corporate Governance (ESG), Working Capital, Database Management, Sampling (Statistics), Project Estimation, Financial Statement Analysis, Business Analytics, Global Marketing, Financial Accounting, Predictive Analytics, Big Data, Marketing, Business Economics, Emerging Technologies, People Management

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      Degree · 1 - 4 Years

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      University of Colorado Boulder

      Data Science Graduate Certificate

      Skills you'll gain: Unsupervised Learning, Data Mining, Supervised Learning, Deep Learning, Machine Learning Algorithms, Statistical Modeling, Applied Machine Learning, Statistical Inference, Statistical Hypothesis Testing, Service Level, Statistical Machine Learning, Performance Testing, Dimensionality Reduction, Probability, Data Warehousing, Probability & Statistics, Data Pipelines, Data Processing, Data Science, Bash (Scripting Language)

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      Georgetown University

      Bachelor of Arts in Liberal Studies

      Skills you'll gain: Vulnerability Assessments, Operations Management, Data Storytelling, Business Strategy, Design Thinking, Competitive Intelligence, Survey Creation, Cyber Threat Intelligence, Social Justice, Descriptive Statistics, Environment, Business Ethics, Capital Budgeting, Market Opportunities, Storytelling, Marketing Planning, International Relations, Artificial Intelligence, Policy Development, Political Sciences

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      Degree · 1 - 4 Years

    • P

      Pontificia Universidad Católica de Chile

      Certificado en Bases de la Salud Pública

      Skills you'll gain: Epidemiology, Public Health and Disease Prevention, Health Disparities, Biostatistics, Health Policy, Health Systems, Healthcare Ethics, Descriptive Statistics, Statistical Hypothesis Testing, Health Technology, Public Health, Infectious Diseases, Health Care, Scientific Methods, Health Equity, Community Health, Preventative Care, Statistics, Research Design, Research Methodologies

      Credit offered

      Mastertrack · 6 - 12 Months

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      Imperial College London

      Master of Science in Machine Learning and Data Science

      Skills you'll gain: Data Ethics, Supervised Learning, Exploratory Data Analysis, Unsupervised Learning, Student Support and Services, PySpark, Data Pipelines, Linear Algebra, Ggplot2, Dimensionality Reduction, Student Services, Data Processing, Big Data, Agentic systems, Graphing, A/B Testing, Unstructured Data, Deep Learning, Bayesian Statistics, Applied Machine Learning

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      Degree · 1 - 4 Years

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      University of Illinois at Urbana-Champaign

      Master of Science in Management

      Skills you'll gain: Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Marketing, Risk Management, Machine Learning Algorithms, Business Strategy, Financial Auditing, Descriptive Statistics, Variance Analysis, Process Improvement, Marketing Analytics, Generative AI, Financial Market, Strategic Decision-Making, Corporate Tax, Global Marketing

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      Degree · 1 - 4 Years

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      University of Illinois at Urbana-Champaign

      Business Analytics Graduate Certificate

      Skills you'll gain: Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Marketing, Risk Management, Machine Learning Algorithms, Business Strategy, Financial Auditing, Descriptive Statistics, Variance Analysis, Process Improvement, Marketing Analytics, Generative AI, Financial Market, Strategic Decision-Making, Corporate Tax, Global Marketing

      Credit offered

      Graduate Certificate · 6 - 12 Months

    • P

      Pontificia Universidad Católica de Chile

      Magíster en Salud Pública Global

      Skills you'll gain: Epidemiology, Public Health and Disease Prevention, Descriptive Analytics, Biostatistics, Statistical Reporting, Gerontology, Digital Transformation, Health Policy, Healthcare Ethics, Sampling (Statistics), Cloud Security, Assertiveness, Telehealth, Health Disparities, Public Health, Object Oriented Programming (OOP), Business Analytics, Program Evaluation, Occupational Safety and Health Administration (OSHA), Health Systems

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      Degree · 1 - 4 Years

    Searches related to advanced statistics

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    In summary, here are 10 of our most popular advanced statistics courses

    • Exploratory Data Analysis and Visualization: Microsoft
    • Bachelor of Applied Arts and Sciences: University of North Texas
    • Microsoft JavaScript Starter Kit: Microsoft
    • Applied Cryptography & Information Security: Macquarie University
    • MBA Business Analytics: O.P. Jindal Global University
    • Data Science Graduate Certificate: University of Colorado Boulder
    • Bachelor of Arts in Liberal Studies: Georgetown University
    • Certificado en Bases de la Salud Pública: Pontificia Universidad Católica de Chile
    • Master of Science in Machine Learning and Data Science: Imperial College London
    • Master of Science in Management: University of Illinois at Urbana-Champaign

    Frequently Asked Questions about Advanced Statistics

    Advanced statistics are the mathematical tools used to discover and explore complex relationships between different variables in large datasets. In contrast to basic statistics such as average and analysis of variance (ANOVA) that simply describe the characteristics of a dataset, advanced statistical approaches often seek to make predictions about the world. This requires the use of more sophisticated statistical inference tools, such as generalized linear models for regression analysis capable of establishing how multiple interrelated factors may impact projected outcomes.

    These advanced statistical methods are increasingly important in the field of data science, which is tasked with uncovering important business insights and developing predictive models from diverse big data-scale datasets. These techniques are also especially important for the proper training and use of machine learning algorithms. As in data science and machine learning more generally, R programming and Python programming skills are typically relied upon to conduct these advanced statistical analyses.‎

    Advanced statistics skills are essential for work in data science, machine learning, and artificial intelligence (AI), as statistical approaches are at the heart of the learning algorithms that make these applications possible. An understanding of statistics is likewise important for professionals in finance, healthcare, and other industries that are increasingly making use of machine learning and AI, as they increasingly need to work closely with data scientists to ensure that these powerful techniques are developed to solve the right business problems.

    Those wishing to delve deeper into advanced statistical methods and help develop new mathematical approaches in the field may pursue a master’s or even a PhD in statistics. These experts work in academia, government, or at private sector companies involved in scientific or engineering research. According to the Bureau of Labor Statistics, professional statisticians earn a median annual salary of $91,160, and this specialized career path is expected to be in high demand due to expanding opportunities to use statistics to navigate our data-rich world.‎

    Certainly. Coursera offers a variety of courses in advanced statistics as well as their applications in the context of fields like data science and machine learning. In fact, coursework in statistics is often a prerequisite for data science classes. Regardless of your level of expertise and needs in these areas, Coursera enables you to learn remotely from top-ranked schools like the University of Michigan, Johns Hopkins University, and Duke University. And, since you can view course materials and complete coursework on a flexible schedule, there’s an exceedingly high probability that you can fit online learning about advanced statistics into your existing school or work life.‎

    You need to have strong math skills, especially in basic calculus, linear algebra, and statistics before starting to learn advanced statistics. It's important that you have strong technical skills and are very comfortable on the computer, strong analytical skills, and the ability to carefully examine and question data that is presented to you so that you can organize and draw conclusions from it. For learning some concepts in advanced statistics, you'll need to have experience using the R statistical software package and understand Bayesian estimation, principles of maximum-likelihood estimation, and calculus-based probability.‎

    People who enjoy mathematics are best suited for roles in advanced statistics, especially those who enjoy concepts like probability, linear models, and statistics and how they relate to data science. They can quickly grasp and apply complex technical concepts as well. Those who enjoy testing hypotheses and figuring out uncertain outcomes based on probability are also well suited for roles in advanced statistics. Also, people who have wide-ranging computer skills, the ability to communicate their statistical findings in plain language, problem-solving and analytical skills, and teamwork and collaborative skills are best suited for roles involving advanced statistics.‎

    If you're aspiring to be a biostatistician or data scientist, learning advanced statistics is probably right for you. If you're interested in machine learning and the development of data products, you may also find learning advanced statistics is right for you. People who want to have a career as a statistician, statistical epidemiologist, sports analyst, actuary, market researcher, or investment analyst may also find learning advanced statistics to be the right choice. And if you need to understand how to transform complex sets of data into practical applications, learning advanced statistics is right for you.‎

    This FAQ content has been made available for informational purposes only. Learners are advised to conduct additional research to ensure that courses and other credentials pursued meet their personal, professional, and financial goals.

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