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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

    Tune HNSW

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

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Apply Neural Networks for Car Price Prediction

    Skills you'll gain: Exploratory Data Analysis, Feature Engineering, Data Analysis, Data Preprocessing, Model Evaluation, Data Import/Export, Data Transformation, Predictive Modeling, Applied Machine Learning, Statistical Methods, Regression Analysis, Model Training, Model Optimization, Artificial Neural Networks

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Python: Implement & Evaluate Random Forests for ML

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Español

    Skills you'll gain: Model Evaluation, Generative AI, Continuous Monitoring, Model Optimization, MLOps (Machine Learning Operations), Applied Machine Learning, Responsible AI

    Intermediate · Course · 1 - 4 Weeks

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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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    Google Cloud

    Responsible AI: Interpretability & Transparency - Deutsch

    Skills you'll gain: Responsible AI, Model Evaluation, AI literacy, Data Analysis, Applied Machine Learning, Artificial Intelligence, Machine Learning, Machine Learning Methods

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Configuring MongoDB Atlas with BigQuery Dataflow Templates

    Skills you'll gain: MongoDB, Dataflow, Applied Machine Learning, Google Cloud Platform, Data Pipelines, Cloud-Based Integration, Data Integration, Data Migration

    Intermediate · Project · Less Than 2 Hours

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    EDUCBA

    Analyze HR Attrition Using R Analytics

    Skills you'll gain: Predictive Modeling, People Analytics, Feature Engineering, Exploratory Data Analysis, Job Analysis, Predictive Analytics, Statistical Analysis, Data Analysis, Analytics, Model Evaluation, Statistical Methods, Trend Analysis, Correlation Analysis, Data-Driven Decision-Making, Statistical Hypothesis Testing, R Programming, R (Software), Data Preprocessing, Data Validation

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Machine Learning in the Enterprise - 한국어

    Skills you'll gain: MLOps (Machine Learning Operations), Model Training, Model Deployment, Data Preprocessing, Data Management, Data Governance, Data Processing, AI Workflows, Model Optimization, Applied Machine Learning, Google Cloud Platform, Data Pipelines, Model Evaluation, AI Orchestration, Machine Learning, Program Development, Containerization

    Intermediate · Course · 1 - 3 Months

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    Edureka

    AutoML: Build ML Models without Code

    Skills you'll gain: Image Analysis, Model Deployment, Reinforcement Learning, Google Cloud Platform, Computer Vision, No-Code Development, Feature Engineering, Applied Machine Learning, Natural Language Processing, Artificial Intelligence and Machine Learning (AI/ML), Model Training, Google Sheets, Deep Learning, Machine Learning Software, Cloud Deployment, Convolutional Neural Networks, Model Evaluation, Predictive Modeling, Machine Learning, Data Science

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Analyze Predictor Impact Using Regression in Minitab

    Skills you'll gain: Data Analysis, Predictive Analytics, Plot (Graphics), Statistical Methods, Case Studies, Statistical Visualization, Statistical Modeling, Data Validation

    Beginner · 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, Revenue Forecasting, Internal Auditing, Operating Budget, Profit and Loss (P&L) Management, Resource Allocation, Time Series Analysis and Forecasting, Performance Analysis, Risk Management

    Beginner · Course · 1 - 3 Months

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

  • Tune HNSW: Coursera
  • Apply Neural Networks for Car Price Prediction: EDUCBA
  • Python: Implement & Evaluate Random Forests for ML: EDUCBA
  • Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Español: Google Cloud
  • Intermediate Python Game Development with Pygame: EDUCBA
  • Responsible AI: Interpretability & Transparency - Deutsch: Google Cloud
  • Configuring MongoDB Atlas with BigQuery Dataflow Templates: Google Cloud
  • Analyze HR Attrition Using R Analytics: EDUCBA
  • Machine Learning in the Enterprise - 한국어: Google Cloud
  • AutoML: Build ML Models without Code: Edureka

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