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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


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    Arizona State University

    Professional Skills: Creative Thinking

    Skills you'll gain: Creative Thinking, Creative Problem-Solving, Brainstorming, Curiosity, Ingenuity, Problem Solving, Ideation, Independent Thinking, Critical Thinking and Problem Solving, Design Thinking, Innovation, Collaboration, Discussion Facilitation

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Master SAS Macros for Dynamic and Automated Programming

    Skills you'll gain: SAS (Software), Scripting, Debugging, Computational Logic, Statistical Programming, Automation, Data Processing, Data Manipulation, Maintainability

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Design a Parallax Business Consultancy Website Project

    Skills you'll gain: Business Communication, Usability, Web Design, Web Development, User Interface (UI), Project Planning, Wireframing, Blogs, Interaction Design, Responsive Web Design, HTML and CSS, Javascript

    Beginner · Course · 1 - 4 Weeks

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    Edureka

    Microsoft Fabric Data Engineer: DP-700 Exam Prep

    Skills you'll gain: Data Architecture, Real Time Data, Data Lakes, Capacity Management, Data Pipelines, PySpark, Transact-SQL, Apache Spark, Data Transformation, Data Security, Event Monitoring, Microsoft Copilot, Continuous Monitoring, Data Analysis, Workflow Management, SQL, Artificial Intelligence and Machine Learning (AI/ML), Python Programming, Warehouse Operations, Warehouse Management

    Intermediate · Course · 1 - 3 Months

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    Microsoft

    Microsoft Excel

    Skills you'll gain: Excel Macros, Prompt Engineering, Microsoft Excel, Data Cleansing, Excel Formulas, Pivot Tables And Charts, Microsoft Copilot, Dashboard, Forecasting, Data Presentation, Data Storytelling, Data Processing, Data Visualization Software, Data Manipulation, Data Visualization, Data Preprocessing, Data Quality, Statistical Analysis, Data Transformation, Data Analysis

    4.2
    Rating, 4.2 out of 5 stars
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    397 reviews

    Beginner · Professional Certificate · 3 - 6 Months

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    Arizona State University

    Professional Skills: Emotional Intelligence

    Skills you'll gain: Empathy, Emotional Intelligence, Self-Awareness, Personal Development, Social Skills, Conflict Management, Relationship Management, Interpersonal Communications, Composure, Decision Making, Stress Management, Problem Solving, Positivity

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Apply Modern OpenGL Vertex Buffers and Shaders

    Skills you'll gain: Integrated Development Environments, Data Flow Diagrams (DFDs)

    Beginner · Course · 1 - 4 Weeks

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    Berklee

    Music Education for Teachers

    Skills you'll gain: Music Theory, Musical Composition, Music, Instrumental Music, Peer Review, Music Performance, Education Software and Technology, World Music, Teaching, Classroom Management, Oral Expression, Storytelling, Cultural Responsiveness, Media Production, Active Listening, Writing, Creativity, Collaboration, Technology Solutions

    4.8
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    3K reviews

    Intermediate · Specialization · 3 - 6 Months

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    Edureka

    Lakehouse Architecture and Delta Lake with Databricks

    Skills you'll gain: Transaction Processing, Data Lakes, Data Architecture, Databricks, Data Infrastructure, Data Pipelines, Data Warehousing, Database Architecture and Administration, Data Integration, Apache Spark, Data Processing, Real Time Data, Big Data, Data Integrity, Scalability, Performance Tuning, Data Management, SQL

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Build with LLMs: Prompt Engineering & Real AI Projects

    Skills you'll gain: Prompt Engineering, Prompt Patterns, LLM Application, Large Language Modeling, Generative AI, AI Workflows, Application Programming Interface (API), Git (Version Control System), JSON, Software Testing

    Intermediate · Course · 1 - 4 Weeks

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    Board Infinity

    Strategic Brand Management: Storytelling & Positioning

    Skills you'll gain: Brand Strategy, Brand Management, Branding, Storytelling, Brand Awareness, Brand Loyalty, Marketing Psychology, Marketing Strategies, Marketing, Target Market, Consumer Behaviour, Governance, Portfolio Management, Persona Development, Diversity and Inclusion, Value Propositions, Customer Insights

    Beginner · Course · 1 - 4 Weeks

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    Rutgers the State University of New Jersey

    Global Procurement and Sourcing

    Skills you'll gain: Strategic Sourcing, Supplier Management, Procurement, Supplier Relationship Management, Supplier Performance Management, Negotiation, Vendor Management, Contract Negotiation, Request For Quotation (RFQ), Case Studies, Stakeholder Management, Contract Management, Purchasing, Market Analysis, Request for Proposal, Competitive Analysis, Risk Management, Vendor Contracts, Supply Management, Business Ethics

    4.7
    Rating, 4.7 out of 5 stars
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    Beginner · Specialization · 3 - 6 Months

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

  • Professional Skills: Creative Thinking: Arizona State University
  • Master SAS Macros for Dynamic and Automated Programming: EDUCBA
  • Design a Parallax Business Consultancy Website Project: EDUCBA
  • Microsoft Fabric Data Engineer: DP-700 Exam Prep: Edureka
  • Microsoft Excel: Microsoft
  • Professional Skills: Emotional Intelligence: Arizona State University
  • Apply Modern OpenGL Vertex Buffers and Shaders: EDUCBA
  • Music Education for Teachers: Berklee
  • Lakehouse Architecture and Delta Lake with Databricks: Edureka
  • Build with LLMs: Prompt Engineering & Real AI Projects: Packt

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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