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  • Applied Statistics

Applied Statistics Courses

Applied statistics courses can help you learn data analysis, hypothesis testing, regression techniques, and experimental design. You can build skills in interpreting data sets, making predictions, and communicating statistical findings effectively. Many courses introduce tools like R, Python, and Excel, that support performing statistical analyses and visualizing data.

Popular Applied Statistics Courses and Certifications


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    Coursera

    Evaluate Vision Errors: Identify Failure Patterns

    Skills you'll gain: Image Analysis, Computer Vision, Model Evaluation, Analysis, Failure Mode And Effects Analysis, Exploratory Data Analysis, Root Cause Analysis, Scientific Visualization, Data Visualization, Correlation Analysis, Quality Assurance, Statistical Reporting

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Analyze Institutional Investment Strategies and Risks

    Skills you'll gain: Portfolio Management, Investment Management, Wealth Management, Tax Management, Portfolio Risk, Business Risk Management, Asset Management, Investments, Private Equity, Financial Services, Cash Management, Bank Regulations, Capital Markets, Risk Management, Return On Investment, Risk Analysis, Tax Planning, Real Estate, Market Liquidity, Derivatives

    Beginner · Course · 1 - 3 Months

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    Packt

    Game Development, Data Science, and Machine Learning

    Skills you'll gain: Predictive Modeling, Data Preprocessing, Data Visualization, Plot (Graphics), Predictive Analytics, Statistical Visualization, Model Training, Model Evaluation, Machine Learning Software, Machine Learning Methods, Object Oriented Design, Data Wrangling, Game Design, Data Science, Data Import/Export, Development Environment

    Intermediate · Course · 3 - 6 Months

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    Coursera

    Regression: Identify Assumptions & Apply Models

    Skills you'll gain: Regression Analysis, Financial Forecasting, Model Evaluation, Statistical Reporting, Data Presentation, Technical Communication, Exploratory Data Analysis, Statistical Programming, R Programming, Statistical Modeling, Predictive Modeling, Statistical Software, Statistical Methods, Statistical Analysis, Verification And Validation, Plot (Graphics), Scatter Plots, Statistical Visualization, Reliability

    Intermediate · Course · 1 - 4 Weeks

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    Northeastern University

    Agile Software Development Part 2

    Skills you'll gain: Agile Software Development, Software Development Methodologies, Agile Methodology, Scaled Agile Framework, Agile Product Development, Leadership and Management, Agile Project Management, Conflict Management, Leadership, Leadership Development, Organizational Leadership, Sprint Planning, Collaborative Software, Scrum (Software Development), Project Planning, Team Building, Software Development Life Cycle, Software Development, Prioritization, Team Oriented

    Mixed · Course · 1 - 3 Months

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    EDUCBA

    Intermediate Python Game Development with Pygame

    Skills you'll gain: Animation and Game Design, Animations, Video Game Development, Computer Graphic Techniques, Game Design, Python Programming, Graphics Software, Computer Graphics, Event-Driven Programming, Typography, Image Analysis, Program Development, Peripheral Devices

    Mixed · Course · 1 - 4 Weeks

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    Coursera

    Evaluate Language Models: Metrics for Success

    Skills you'll gain: Model Training, LLM Application, Analysis, Statistical Methods, Benchmarking, Performance Metric

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Start Neural Networks Advanced Model Architectures

    Skills you'll gain: Model Evaluation, Keras (Neural Network Library), Technical Documentation, Artificial Neural Networks, PyTorch (Machine Learning Library), Model Training, Deep Learning, Model Optimization, Applied Machine Learning, Network Model, Network Architecture, Supervised Learning

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Introdução à análise de dados no Google Cloud

    Skills you'll gain: Looker (Software), Data-Driven Decision-Making, Data Analysis, Data Transformation, Google Cloud Platform, Analytics, Big Data, Data Visualization Software, Exploratory Data Analysis, Business Intelligence, Interactive Data Visualization, Cloud Storage, SQL, Data Storage, Data Sharing, Solution Architecture

    Beginner · Course · 1 - 3 Months

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    Coursera

    Build Predictive & Supervised Models

    Skills you'll gain: MLOps (Machine Learning Operations), Model Evaluation, Business Metrics, Model Training, Feature Engineering, Predictive Modeling, Random Forest Algorithm, Supervised Learning, Scikit Learn (Machine Learning Library), Performance Metric, Machine Learning Algorithms, Regression Analysis, Continuous Monitoring, Statistical Methods

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Kodlayıcı-Kod Çözücü Mimarisi

    Skills you'll gain: Keras (Neural Network Library), Tensorflow, Model Training, Generative Model Architectures, Natural Language Processing, Applied Machine Learning, Deep Learning

    Advanced · Course · 1 - 4 Weeks

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    Google Cloud

    Work with Gemini Models in BigQuery - Deutsch

    Skills you'll gain: Gemini, Google Gemini, Generative AI, Google Cloud Platform, Applied Machine Learning, SQL, AI Workflows, Query Languages, Predictive Modeling, AI Integrations, Customer Relationship Management

    Intermediate · Course · 1 - 4 Weeks

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

  • Evaluate Vision Errors: Identify Failure Patterns: Coursera
  • Analyze Institutional Investment Strategies and Risks: EDUCBA
  • Game Development, Data Science, and Machine Learning: Packt
  • Regression: Identify Assumptions & Apply Models: Coursera
  • Agile Software Development Part 2: Northeastern University
  • Intermediate Python Game Development with Pygame: EDUCBA
  • Evaluate Language Models: Metrics for Success: Coursera
  • Start Neural Networks Advanced Model Architectures: Coursera
  • Introdução à análise de dados no Google Cloud: Google Cloud
  • Build Predictive & Supervised Models: Coursera

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