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    Results for "advanced statistics"

    • U

      University of London

      Master of Science in Cyber Security

      Skills you'll gain: Security Management, Human Factors (Security), Infrastructure Security, Information Privacy, Key Management, Cyber Governance, Application Security, Network Security, Threat Modeling, OSI Models, Security Testing, Computer Security Incident Management, Cyber Security Policies, Intrusion Detection and Prevention, Cryptography, ISO/IEC 27001, Penetration Testing, Malware Protection, Data Literacy, Data Collection

      Earn a degree

      Degree · 1 - 4 Years

    • I

      Indian School of Business

      Certificate in Investment Management

      Skills you'll gain: Financial Statement Analysis, Portfolio Management, Financial Statements, Financial Analysis, Income Statement, Balance Sheet, Investments, Financial Market, Financial Trading, Equities, Business Valuation, Return On Investment, Performance Analysis, Financial Modeling, Finance, Risk Management, Cash Flows, Working Capital, Capital Markets, Market Dynamics

      University Certificate · 6 - 12 Months

    • Status: New
      New
      J

      Johns Hopkins University

      Honors Algebra 2: Linear and Quadratic Functions

      Skills you'll gain: Algebra, Graphing, Advanced Mathematics, Logical Reasoning, General Mathematics, Applied Mathematics, Mathematical Modeling, Visualization (Computer Graphics), Regression Analysis

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      M

      Microsoft

      Exploratory Data Analysis and Visualization

      Skills you'll gain:

      Beginner · Course

    • U

      University of Michigan

      Master of Applied Data Science

      Skills you'll gain: Data Ethics, Database Design, Reinforcement Learning, Supervised Learning, Data Visualization, Experimentation, PySpark, Interactive Data Visualization, Pandas (Python Package), Network Analysis, Deep Learning, Cloud Services, Applied Machine Learning, Database Management, Natural Language Processing, JSON, Data Mining, Qualitative Research, Statistical Visualization, Time Series Analysis and Forecasting

      Earn a degree

      Degree · 1 - 4 Years

    • 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

    • O

      O.P. Jindal Global University

      MBA Business Analytics

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

      Earn a degree

      Degree · 1 - 4 Years

    • G

      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, Multimedia, Market Opportunities, Marketing Planning, International Relations, Artificial Intelligence, Policy Development, Political Sciences

      Earn a degree

      Degree · 1 - 4 Years

    • U

      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, Probability, Dimensionality Reduction, Data Warehousing, Data Pipelines, Data Processing, Probability & Statistics, Data Science, Bash (Scripting Language)

      Credit offered

      Graduate Certificate · 6 - 12 Months

    • B

      BITS Pilani

      Bachelor of Science in Computer Science

      Skills you'll gain: Relational Databases, User Research, Probability & Statistics, Data Storytelling, Bash (Scripting Language), Graph Theory, Object Oriented Design, Android Development, Operating Systems, Database Design, Bioinformatics, Feature Engineering, User Interface (UI) Design, Threat Modeling, Algorithms, Version Control, Java Programming, Data Structures, Model View Controller, Computational Logic

      Earn a degree

      Degree · 1 - 4 Years

    • O

      O.P. Jindal Global University

      M.A. Public Policy

      Skills you'll gain: Econometrics, Surveys, Environmental Laws, Sampling (Statistics), Social Sciences, Public Policies, Political Sciences, Data Collection, Health Disparities, Economics, Policy, and Social Studies, Economic Development, Policy Analysis, Presentations, International Relations, Diplomacy, Economics, Complex Problem Solving, Immigration Law, Research Methodologies, Socioeconomics

      Earn a degree

      Degree · 1 - 4 Years

    • U

      University of Illinois at Urbana-Champaign

      CPA Pathways 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

    Searches related to advanced statistics

    advanced statistics for data science
    advanced quantitative statistics with excel
    1…267268269…270

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

    • Master of Science in Cyber Security: University of London
    • Certificate in Investment Management: Indian School of Business
    • Honors Algebra 2: Linear and Quadratic Functions: Johns Hopkins University
    • Exploratory Data Analysis and Visualization: Microsoft
    • Master of Applied Data Science: University of Michigan
    • Bachelor of Applied Arts and Sciences: University of North Texas
    • MBA Business Analytics: O.P. Jindal Global University
    • Bachelor of Arts in Liberal Studies: Georgetown University
    • Data Science Graduate Certificate: University of Colorado Boulder
    • Bachelor of Science in Computer Science: BITS Pilani

    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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