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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

    Balance and Analyze Image Segmentation

    Skills you'll gain: Failure Analysis, Applied Machine Learning, Model Training, AI Workflows, Model Optimization, Spatial Data Analysis, Predictive Modeling, Statistical Machine Learning

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Creating Measures and Dimensions Using LookML

    Skills you'll gain: Looker (Software), Data Analysis, Exploratory Data Analysis, Data Visualization Software

    Beginner · Project · Less Than 2 Hours

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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

    Apply Google Ads for Campaign Setup and Optimization

    Skills you'll gain: Google Ads, Data-Driven Marketing, Pay Per Click Advertising, Advertising Campaigns, Performance marketing, Data-Driven Decision-Making, Campaign Management, Online Advertising, Performance Reporting, Digital Advertising, Campaign Planning, Performance Analysis, Paid media, Digital Marketing Campaigns, Search Engine Marketing, Keyword Research, Account Management, Account Strategy

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Deploy & Evaluate Vision Models Effectively

    Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Performance Metric, Performance Measurement, Failure Analysis

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    R: Apply & Analyze K-Means Clustering for Unsupervised ML

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Automate ETL Pipelines

    Skills you'll gain: Extract, Transform, Load, Data Pipelines, Apache Airflow, Spatial Data Analysis, GIS Software, Geospatial Information and Technology, Geographic Information Systems, Data Transformation, PostgreSQL, System Monitoring, Continuous Monitoring, Python Programming

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Build & Optimize TensorFlow ML Workflows

    Skills you'll gain: Tensorflow, Model Optimization, Keras (Neural Network Library), Model Training, MLOps (Machine Learning Operations), Data Pipelines, Performance Tuning, Data Preprocessing, Data Import/Export

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Survey of Data Science

    Skills you'll gain: Data Wrangling, Data Mining, Classification Algorithms, Data Storage, Logistic Regression, Model Evaluation

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Smart Analytics, Machine Learning, and AI on GCP - Italiano

    Skills you'll gain: Google Cloud Platform, Model Deployment, Unstructured Data, MLOps (Machine Learning Operations), Big Data, Data Pipelines, Machine Learning Methods, Model Training, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Cloud Platforms, Jupyter, Machine Learning, Predictive Modeling, Natural Language Processing

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Craft and Audit Content

    Skills you'll gain: Content Optimization, Blogs, Content Development and Management, Content Creation, Content Performance Analysis, Content Strategy, Web Analytics, Digital Content, Content Marketing, Search Engine Optimization, Web Analytics and SEO, Keyword Research, Google Analytics, Content Management, Marketing Analytics, Data-Driven Marketing, Brand Strategy, Data Analysis, Audit Planning, Safety Audits

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Learn to Analyze Data with Splunk Fundamentals

    Skills you'll gain: Dashboard Creation, Dashboard, Splunk, Data Analysis, Analytical Skills, Exploratory Data Analysis, Data Presentation, Data Visualization, Software Installation, Query Languages, Data Transformation

    Beginner · Course · 1 - 4 Weeks

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

  • Balance and Analyze Image Segmentation: Coursera
  • Creating Measures and Dimensions Using LookML: Google Cloud
  • Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Español: Google Cloud
  • Apply Google Ads for Campaign Setup and Optimization: EDUCBA
  • Deploy & Evaluate Vision Models Effectively: Coursera
  • R: Apply & Analyze K-Means Clustering for Unsupervised ML: EDUCBA
  • Automate ETL Pipelines: Coursera
  • Build & Optimize TensorFlow ML Workflows: Coursera
  • Survey of Data Science: Packt
  • Smart Analytics, Machine Learning, and AI on GCP - Italiano: Google Cloud

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