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Predictive Analytics Courses

Predictive analytics courses can help you learn data collection techniques, statistical modeling, and machine learning fundamentals. You can build skills in interpreting data patterns, making forecasts, and evaluating model performance. Many courses introduce tools like R, Python, and Tableau, that support analyzing datasets and visualizing results. You'll also explore key topics such as regression analysis, time series forecasting, and risk assessment, equipping you to make informed decisions based on predictive insights.


Popular Predictive Analytics Courses and Certifications


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    Pearson

    Hadoop and Spark Fundamentals

    Skills you'll gain: PySpark, Apache Hadoop, Apache Spark, Big Data, Apache Hive, Data Lakes, Analytics, Data Processing, Data Import/Export, Data Integration, Linux Commands, File Systems, Text Mining, Data Transformation, Data Management, Distributed Computing, Command-Line Interface, Relational Databases, Java, C++ (Programming Language)

    Intermediate · Specialization · 1 - 4 Weeks

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    Simplilearn

    Gen AI Using Hugging Face Training

    Skills you'll gain: Hugging Face, Natural Language Processing, Large Language Modeling, Generative AI, Text Mining, Prompt Engineering, AI Workflows, Model Evaluation

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Fundação Instituto de Administração

    Transformação Digital: Marketing na Era dos Dados

    Skills you'll gain: Marketing Automation, Digital Transformation, Marketing Strategies, Marketing Analytics, Marketing, Innovation, Digital Marketing, Data-Driven Decision-Making, Business Transformation, Brand Management, Customer experience strategy (CX), Consumer Behaviour

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Deep Learning with R: Build & Predict Neural Networks

    Skills you'll gain: Plot (Graphics), Data Visualization Software, R Programming, Scatter Plots, Regression Analysis, Statistical Modeling, Predictive Modeling, Artificial Neural Networks, Data Science, Deep Learning, Model Evaluation, Descriptive Statistics, Predictive Analytics, Statistical Methods, Data Manipulation, Data Preprocessing, Performance Testing

    Mixed · Course · 1 - 4 Weeks

  • G

    Google Cloud

    BigQuery Soccer Data Analysis

    Skills you'll gain: Databases, Big Data, SQL, Data Analysis, Data Science, Statistical Analysis

    3.1
    Rating, 3.1 out of 5 stars
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    9 reviews

    Beginner · Project · Less Than 2 Hours

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    EDUCBA

    Microsoft Azure - Data Lake

    Skills you'll gain: Data Lakes, Microsoft Azure, Stored Procedure, Data Architecture, Performance Tuning, Data Management, Query Languages, Data Manipulation, Scripting, SQL, Data Processing, Windows PowerShell, Microsoft Visual Studio, Command-Line Interface, Heat Maps

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    Rating, 5 out of 5 stars
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    Intermediate · Course · 1 - 3 Months

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    Coursera

    AWS AutoGluon for Machine Learning Classification

    Skills you'll gain: AWS SageMaker, Model Evaluation, Applied Machine Learning, Classification Algorithms, Amazon Web Services, Machine Learning Methods, Predictive Modeling, Machine Learning, Python Programming

    Intermediate · Guided Project · Less Than 2 Hours

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    Google Cloud

    Create a Cosmetic Anomaly Detection Model using Visual Inspection AI

    Skills you'll gain: Model Evaluation, Anomaly Detection, Model Deployment, Image Analysis, Google Cloud Platform, Computer Vision, Data Import/Export, AI Enablement, Data Management

    Beginner · Project · Less Than 2 Hours

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    University of Michigan

    Statistics with Python Using NumPy, Pandas, and SciPy

    Skills you'll gain: Statistics, Data Analysis, Statistical Programming, Descriptive Statistics, Exploratory Data Analysis, Python Programming

    Intermediate · Course · 1 - 4 Weeks

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    Università di Napoli Federico II

    Machine Learning e Data Mining in R

    Skills you'll gain: Unsupervised Learning, Supervised Learning, R Programming, R (Software), Artificial Neural Networks, Transfer Learning, Machine Learning, Exploratory Data Analysis, Tidyverse (R Package), Deep Learning, Predictive Modeling, Ggplot2, Regression Analysis, Dimensionality Reduction, Data Analysis, Data Wrangling, Data Modeling

    4.9
    Rating, 4.9 out of 5 stars
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    10 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Starweaver

    Master Data Storytelling for B2B & B2C Sales

    Skills you'll gain: Data Storytelling, Sales Presentations, Sales Strategy, Customer Relationship Management (CRM) Software, Storytelling, Sales, Data Literacy, B2B Sales, Data Visualization Software, Sales Process, HubSpot CRM, Customer Insights, Target Audience, Presentations, Exploratory Data Analysis, Stakeholder Communications

    3.3
    Rating, 3.3 out of 5 stars
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    6 reviews

    Beginner · Course · 1 - 4 Weeks

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    Microsoft

    Microsoft Defender for Cloud Certification

    Skills you'll gain: Threat Management, Microsoft Azure, Cloud Security, Data Security, Security Information and Event Management (SIEM), Data Structures, Microsoft Windows, Continuous Monitoring, Identity and Access Management, Query Languages

    Intermediate · Course · 1 - 3 Months

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In summary, here are 10 of our most popular predictive analytics courses

  • Hadoop and Spark Fundamentals: Pearson
  • Gen AI Using Hugging Face Training: Simplilearn
  • Transformação Digital: Marketing na Era dos Dados: Fundação Instituto de Administração
  • Deep Learning with R: Build & Predict Neural Networks: EDUCBA
  • BigQuery Soccer Data Analysis : Google Cloud
  • Microsoft Azure - Data Lake: EDUCBA
  • AWS AutoGluon for Machine Learning Classification: Coursera
  • Create a Cosmetic Anomaly Detection Model using Visual Inspection AI: Google Cloud
  • Statistics with Python Using NumPy, Pandas, and SciPy: University of Michigan
  • Machine Learning e Data Mining in R: Università di Napoli Federico II

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Leadership (15)

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