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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

    Grow Trees & Powerful Ensembles

    Skills you'll gain: Classification And Regression Tree (CART), Model Deployment, Model Optimization, Decision Tree Learning, Predictive Modeling, Model Evaluation, Model Training, Predictive Analytics, Machine Learning Methods, Random Forest Algorithm, Applied Machine Learning, Data-Driven Decision-Making, Performance Tuning, Feasibility Studies, Scikit Learn (Machine Learning Library), Data Visualization, Performance Analysis, Statistical Methods, Cost Benefit Analysis, Performance Measurement

    Intermediate · Course · 1 - 4 Weeks

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    Edureka

    Getting Started with Automated Machine Learning (AutoML)

    Skills you'll gain: Model Deployment, MLOps (Machine Learning Operations), Model Optimization, Automation, Artificial Intelligence and Machine Learning (AI/ML), Model Training, Machine Learning Methods, No-Code Development, Data Preprocessing, Scikit Learn (Machine Learning Library), Machine Learning, Model Evaluation, Applied Machine Learning, Predictive Modeling, Feature Engineering, Data-Driven Decision-Making, Machine Learning Algorithms, Artificial Intelligence, Data Validation, Data Quality

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Decode Rasters with Rasterio

    Skills you'll gain: Spatial Data Analysis, Geographic Information Systems, Geospatial Information and Technology, GIS Software, Spatial Analysis, Data Literacy, Data Analysis, Image Analysis, Data Processing, Data Preprocessing, NumPy, Data Validation, Metadata Management, Data Collection, Data Management

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    DirectX: Implement & Optimize 3D Rendering

    Skills you'll gain: Computer Graphics, Visualization (Computer Graphics), Computer Graphic Techniques, C and C++, C++ (Programming Language), Image Quality, Applied Mathematics, Algebra

    Mixed · Course · 1 - 4 Weeks

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    Coursera

    Tune HNSW

    Skills you'll gain: Model Optimization, Simulations, Plot (Graphics)

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Analyze and Apply Cost & Performance Management Concepts

    Skills you'll gain: Management Accounting, Forecasting, Cost Accounting, Budget Management, Budgeting, Performance Measurement, Variance Analysis, Financial Forecasting, Internal Controls, Performance Management, Cost Control, Cost Management, Operating Cost, Internal Auditing, Operating Budget, Profit and Loss (P&L) Management, Resource Allocation, Performance Analysis, Financial Controls, Risk Management

    Beginner · Course · 1 - 3 Months

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    Coursera

    Competitive Intel, Trends and Data Sourcing

    Skills you'll gain: Market Intelligence, Competitive Intelligence, Competitive Analysis, Market Research, Market Analysis, Market Data, Market Trend, Market Opportunities, Market Dynamics, Trend Analysis, Demand Planning, Business Reporting, Research Reports, Report Writing, Data Collection, Product Strategy, Forecasting, Data Validation, Time Series Analysis and Forecasting, Research Methodologies

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Implement NGINX Web Servers and Reverse Proxy Solutions

    Skills you'll gain: Nginx, Load Balancing, Performance Tuning, Scalability, Web Servers, Proxy Servers, Web Applications, Security Controls, Authentications, Back-End Web Development, Server Administration, Application Servers, Servers, Linux Administration, Software Installation

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Apply R Techniques for Telecom Customer Churn Prediction

    Skills you'll gain: Feature Engineering, Data Preprocessing, Model Training, Model Optimization, Applied Machine Learning, Model Evaluation, R Programming, Data Transformation, Data Cleansing, Predictive Modeling, Predictive Analytics, Supervised Learning, Classification Algorithms, Machine Learning Algorithms

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Monitor KPIs Live Task & Time Management

    Skills you'll gain: Risk Analysis, Trend Analysis, Project Risk Management, Project Performance, Risk Management, Dashboard, Key Performance Indicators (KPIs), Performance Metric, Project Management, Continuous Monitoring, Scope Management, Performance Measurement, Real Time Data, Budget Management, Stakeholder Communications

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Analyze Activation to Boost Retention

    Skills you'll gain: Marketing Budgets, Correlation Analysis, Customer Analysis, Marketing Analytics, Customer Retention, Customer Insights, Statistical Methods, Advanced Analytics, Marketing Effectiveness, Statistical Hypothesis Testing, Predictive Analytics, Product Strategy, Statistical Modeling, Analytics, Customer Engagement, Statistical Analysis, Data-Driven Decision-Making, Customer Acquisition Management, Predictive Modeling, Marketing Channel

    Intermediate · Course · 1 - 4 Weeks

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    Logical Operations

    Microsoft Excel for Office 365 (Desktop or Online): Part 2

    Skills you'll gain: Microsoft Excel, Pivot Tables And Charts, Spreadsheet Software, Data Visualization, Excel Formulas, Data Analysis, Data Analysis Software, Microsoft Office, Microsoft 365, Data Entry, Productivity Software, Data Management, Trend Analysis, Document Management, Presentations, User Interface (UI)

    Intermediate · Course · 1 - 3 Months

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

  • Grow Trees & Powerful Ensembles: Coursera
  • Getting Started with Automated Machine Learning (AutoML): Edureka
  • Decode Rasters with Rasterio: Coursera
  • DirectX: Implement & Optimize 3D Rendering: EDUCBA
  • Tune HNSW: Coursera
  • Analyze and Apply Cost & Performance Management Concepts: EDUCBA
  • Competitive Intel, Trends and Data Sourcing: Coursera
  • Implement NGINX Web Servers and Reverse Proxy Solutions: EDUCBA
  • Apply R Techniques for Telecom Customer Churn Prediction: EDUCBA
  • Monitor KPIs Live Task & Time Management: Coursera

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