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  • Applied Machine Learning

Applied Machine Learning Courses

Applied Machine Learning courses can help you learn data preprocessing, model selection, feature engineering, and evaluation metrics. You can build skills in implementing algorithms, optimizing performance, and interpreting results in practical contexts. Many courses introduce tools like Python, TensorFlow, and scikit-learn, that support developing machine learning models and applying AI techniques to solve real-world problems.

Popular Applied Machine Learning Courses and Certifications


  • P

    Packt

    Microsoft Power BI - The Complete Masterclass - 2026 EDITION

    Skills you'll gain: Power BI, Data Analysis Expressions (DAX), Pivot Tables And Charts, Data Manipulation, Interactive Data Visualization, Data Visualization Software, Data Visualization, Data Integration, Dashboard, Role-Based Access Control (RBAC), Data Import/Export, Relational Databases, Security Controls

    Intermediate · Course · 3 - 6 Months

  • Status: Preview
    Preview
    L

    LearnQuest

    Oracle SQL Exam Prep

    Skills you'll gain: SQL, Oracle Databases, Database Design, Relational Databases, Database Systems, Database Theory, Database Management, Databases, Query Languages, Data Integrity, Transaction Processing

    4.9
    Rating, 4.9 out of 5 stars
    ·
    16 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    S

    Simplilearn

    LangChain and Workflow Design Course

    Skills you'll gain: LangChain, AI Workflows, LLM Application, Generative AI, Large Language Modeling, Hugging Face, Prompt Engineering, Embeddings, AI Security, AI Integrations, Model Deployment, Memory Management

    2.8
    Rating, 2.8 out of 5 stars
    ·
    6 reviews

    Beginner · Course · 1 - 4 Weeks

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

    University of Pittsburgh

    Bayesian Regression and Model Selection

    Skills you'll gain: Statistical Modeling, Bayesian Statistics, Logistic Regression, Regression Analysis, Predictive Modeling, Mathematical Modeling, Model Evaluation, Statistical Methods, Statistical Machine Learning, Markov Model, Data-Driven Decision-Making, Statistical Inference, Predictive Analytics, Statistical Analysis, Sampling (Statistics), Probability Distribution, Machine Learning Algorithms, Computational Thinking

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Preview
    Preview
    E

    EDUCBA

    Build and Execute Automation Tests with Tosca

    Skills you'll gain: Test Automation, Test Case, Test Tools, Software Testing, Automation, Continuous Integration, Test Execution Engine, Test Planning, Scripting, Code Reusability, Mobile Development Tools, Maintainability, Software Installation

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    M

    Minnesota State University, Mankato

    Brand Positioning and Strategy

    Skills you'll gain: Competitive Analysis, Brand Strategy, Brand Marketing, Target Audience, Branding, Brand Awareness, Brand Management, Target Market, Brand Loyalty, Strategic Marketing, Market Analysis, Marketing Strategies, Value Propositions, Strategic Communication, Marketing, Marketing Strategy and Techniques, Marketing Planning, Gap Analysis, Strategic Decision-Making, Consumer Behaviour

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    Streaming Big Data with Spark Streaming, Scala, and Spark 3!

    Skills you'll gain: Apache Kafka, Apache Spark, Scala Programming, Real Time Data, Apache Hadoop, Apache Cassandra, Applied Machine Learning, Big Data, Data Processing, Application Deployment, Distributed Computing, Programming Principles, Cloud Deployment, Data Structures, Development Environment

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    Universidad Tecnológica Centroamericana

    Metodologías activas para el aprendizaje

    Skills you'll gain: Teaching, Blended Learning, Business Strategy, Business Planning, Digital pedagogy, Education and Training, Strategic Thinking, Instructional Strategies, Pedagogy, Lesson Planning, Interactive Learning, Education Software and Technology, Business Modeling, Entrepreneurship, Program Evaluation, Instructional and Curriculum Design, Proposal Development, Project Design, Program Implementation, Curriculum Planning

    4.5
    Rating, 4.5 out of 5 stars
    ·
    34 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
    New
    P

    Packt

    Microsoft Certified Azure AI Engineer Associate AI-102

    Skills you'll gain: Prompt Engineering, Large Language Modeling, Retrieval-Augmented Generation, Generative AI Agents, Generative AI, Microsoft Azure, LLM Application, Artificial Intelligence, AI Orchestration, Agentic Workflows, OpenAI, OpenAI API, AI Workflows, Natural Language Processing, Microsoft Development Tools, Computer Vision, AI Integrations, Image Analysis, Agentic systems, Model Deployment

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Analyze Marketing Performance Using R and Excel

    Skills you'll gain: Marketing Analytics, Data-Driven Marketing, Customer Analysis, Marketing Effectiveness, Customer Retention, Advanced Analytics, Marketing Strategies, Market Analysis, Sales Management, Customer Insights, Marketing Planning, Data-Driven Decision-Making, Customer experience improvement, Customer Service, Predictive Analytics, Consumer Behaviour, Case Studies, Predictive Modeling, R Programming, Performance Metric

    Beginner · Course · 1 - 4 Weeks

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

    EDUCBA

    Responsibility Accounting and Transfer Pricing

    Skills you'll gain: Management Accounting, Budgeting, Cost Accounting, Operating Budget, Accounting Systems, Cost Control, Financial Accounting, Accounting, Profit and Loss (P&L) Management, Tax Management, Intercompany Accounting, Performance Measurement, Financial Analysis, Income Statement, Accountability Frameworks, Accountability, Operational Analysis, Price Negotiation, Return On Investment, Market Dynamics

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Honors Algebra 2: Series, Trigonometry, and Probability

    Skills you'll gain: Trigonometry, Probability, Data Analysis, Probability & Statistics, Statistical Analysis, Advanced Mathematics, Algebra, Probability Distribution, Descriptive Statistics, Mathematical Modeling, Graphing, Applied Mathematics, Statistics, Geometry, Arithmetic

    Beginner · Course · 1 - 4 Weeks

1…634635636…834

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

  • Microsoft Power BI - The Complete Masterclass - 2026 EDITION: Packt
  • Oracle SQL Exam Prep: LearnQuest
  • LangChain and Workflow Design Course: Simplilearn
  • Bayesian Regression and Model Selection: University of Pittsburgh
  • Build and Execute Automation Tests with Tosca: EDUCBA
  • Brand Positioning and Strategy: Minnesota State University, Mankato
  • Streaming Big Data with Spark Streaming, Scala, and Spark 3!: Packt
  • Metodologías activas para el aprendizaje: Universidad Tecnológica Centroamericana
  • Microsoft Certified Azure AI Engineer Associate AI-102: Packt
  • Analyze Marketing Performance Using R and Excel: EDUCBA

Skills you can learn in Machine Learning

Python Programming (33)
Tensorflow (32)
Deep Learning (30)
Artificial Neural Network (24)
Big Data (18)
Statistical Classification (17)
Reinforcement Learning (13)
Algebra (10)
Bayesian (10)
Linear Algebra (10)
Linear Regression (9)
Numpy (9)

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