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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


  • I

    IBM

    Supervised Machine Learning: Classification

    Skills you'll gain: Classification Algorithms, Supervised Learning, Model Evaluation, Data Preprocessing, Logistic Regression, Machine Learning Algorithms, Decision Tree Learning, Applied Machine Learning, Model Training, Statistical Machine Learning, Predictive Modeling, Business Logic, Machine Learning Methods, Scikit Learn (Machine Learning Library), Data Cleansing, Machine Learning, Regression Analysis, Random Forest Algorithm, Model Optimization, Sampling (Statistics)

    ★ 4.8 (468) · Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • D

    DeepLearning.AI

    Natural Language Processing with Sequence Models

    Skills you'll gain: Natural Language Processing, Recurrent Neural Networks (RNNs), Large Language Modeling, Artificial Neural Networks, Deep Learning, Tensorflow, Text Mining, Embeddings, Generative Model Architectures, Machine Learning Methods, Model Training, Network Architecture

    ★ 4.5 (1.2K) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • E

    Edge Impulse

    Introduction to Embedded Machine Learning

    Skills you'll gain: Model Evaluation, Applied Machine Learning, Model Training, Data Preprocessing, Embedded Systems, Machine Learning Software, Machine Learning, Machine Learning Algorithms, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Data Ethics, Deep Learning, Responsible AI, Model Deployment, Convolutional Neural Networks, Predictive Modeling, Feature Engineering, Computer Programming

    ★ 4.8 (763) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • E

    EDUCBA

    Candlestick and Float Analysis Trading

    Skills you'll gain: Technical Analysis, Financial Trading, Market Dynamics, Market Trend, Securities Trading, Resource Allocation, Financial Market, Financial Planning, Market Liquidity, Market Analysis, Trend Analysis, Market Opportunities, Analysis, Equities, Go To Market Strategy, Performance Analysis, Decision Making

    Mixed · Course · 1 - 3 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • U

    University of California San Diego

    Hadoop Platform and Application Framework

    Skills you'll gain: Apache Hadoop, Big Data, Data Analysis, Apache Spark, Data Science, PySpark, File Systems, Analytics, Data Processing, Software Architecture, Distributed Computing, Data Architecture, Performance Tuning, Data Storage, System Configuration, Python Programming

    ★ 4 (3.3K) · Mixed · Course · 1 - 3 Months

  • S

    SAS

    Data Literacy: Exploring and Visualizing Data

    Skills you'll gain: Exploratory Data Analysis, Data Visualization, Data Literacy, Data-Driven Decision-Making, Data Presentation, SAS (Software), Data Storytelling, Trend Analysis, Data Manipulation, Data Analysis, Data Quality, Data Preprocessing, Data Wrangling, Data Transformation, Analytics, Interactive Data Visualization, Data Analysis Software, Analysis, Data Ethics, Data Cleansing

    ★ 4.7 (1.1K) · Beginner · Specialization · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • U

    University of California San Diego

    Big Data Modeling and Management Systems

    Skills you'll gain: Data Modeling, Data Infrastructure, Data Store, Data Architecture, Big Data, Data Management, Database Management Systems, Real Time Data, NoSQL, Database Design, Database Management, Database Software, Data Processing, Apache Hadoop, Query Languages, Relational Databases, Data Structures, Virtual Environment

    ★ 4.4 (3K) · Mixed · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • S

    Sage Publications

    The SAGE Handbook of Human Resource Management

    Skills you'll gain: Human Resources, Human Resources Management and Planning, Human Resource Management, Human Resource Strategy, Employee Relations, Human Capital, Labor Relations, Workforce Development, Human Resources Information System (HRIS), HR Tech, Human Resource Policies, People Analytics, Human Resources Software, Recruitment Strategies, Performance Appraisal, Talent Recruitment, Talent Management, Organizational Strategy, Employee Engagement, Strategic Leadership

    Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • E

    EDUCBA

    Equity Valuation for Analysts

    Skills you'll gain: Equities, Private Equity, Business Valuation, Cash Flows, Investment Banking, Risk Analysis, Financial Modeling, Capital Budgeting, Competitive Analysis, Risk Modeling, Financial Analysis, Finance, Investment Management, Portfolio Risk, Analysis, Market Analysis, Working Capital, Risk Management Framework, Estimation, Multi-Factor Authentication

    Mixed · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • M

    Meta

    Statistics Foundations

    Skills you'll gain: Bayesian Statistics, Descriptive Statistics, Statistical Hypothesis Testing, Statistical Inference, Statistical Software, Sampling (Statistics), Data Modeling, Statistics, Probability & Statistics, Statistical Analysis, Statistical Methods, Statistical Modeling, Marketing Analytics, Tableau Software, Data Analysis, Spreadsheet Software, Analytics, Descriptive Analytics, Time Series Analysis and Forecasting, Regression Analysis

    ★ 4.8 (409) · Beginner · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • U

    University of Colorado Boulder

    Master of Science in Data Science

    Skills you'll gain: Prompt Engineering, New Product Development, Model Based Systems Engineering, Model Evaluation, Generative AI, Financial Statement Analysis, Sustainable Business, Data Mining, Field-Programmable Gate Array (FPGA), Delegation Skills, Strategic Decision-Making, Real-Time Operating Systems, Object Oriented Design, Project Schedules, Sampling (Statistics), Failure Analysis, Data Ethics, Goal Setting, Database Design, Data Visualization

    Degree · 1 - 4 Years

    Category: Job Ready
    Job Ready
  • S

    Snowflake

    Snowflake Data Engineering

    Skills you'll gain: Data Engineering, Data Pipelines, Database Management, Data Manipulation, Databases, Data Store, Data Transformation, Continuous Deployment, Extract, Transform, Load, Devops Tools, Data Warehousing, Change Control, DevOps, SQL, Data Integration, CI/CD, Application Development, Artificial Intelligence and Machine Learning (AI/ML), Role-Based Access Control (RBAC), Data Analysis

    ★ 4.8 (375) · Beginner · Professional Certificate · 1 - 3 Months

    Status: Free Trial
    Free Trial
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In summary, here are 10 of our most popular predictive analytics courses

  • Supervised Machine Learning: Classification: IBM
  • Natural Language Processing with Sequence Models: DeepLearning.AI
  • Introduction to Embedded Machine Learning: Edge Impulse
  • Candlestick and Float Analysis Trading: EDUCBA
  • Hadoop Platform and Application Framework: University of California San Diego
  • Data Literacy: Exploring and Visualizing Data: SAS
  • Big Data Modeling and Management Systems: University of California San Diego
  • The SAGE Handbook of Human Resource Management: Sage Publications
  • Equity Valuation for Analysts: EDUCBA
  • Statistics Foundations: Meta

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