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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


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    Packt

    Foundations of Application Security with Spring

    Skills you'll gain: Spring Framework, Secure Coding, Lightweight Directory Access Protocols, OAuth, Authorization (Computing), Application Security, Authentications, Security Assertion Markup Language (SAML), Back-End Web Development, Object-Relational Mapping, Identity and Access Management, Spring Boot, Database Development, Data Access, Role-Based Access Control (RBAC), Java, User Flows, Data Persistence, Kubernetes, Power BI

    Intermediate · Course · 1 - 3 Months

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    Illinois Tech

    Digital Healthcare Informatics and AI

    Skills you'll gain: Health Informatics, Epidemiology, Clinical Informatics, Health Information Management and Medical Records, Epic EMR, Patient Flow, Public Health, Health Systems, Public Health and Disease Prevention, Innovation, Health Care, Healthcare Project Management, Data Analysis, Health Policy, Data Management, Natural Language Processing, Data Governance, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Regulatory Compliance

    4.4
    Rating, 4.4 out of 5 stars
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    7 reviews

    Intermediate · Specialization · 1 - 3 Months

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    Multiple educators

    Real-World AI for Everyone

    Skills you'll gain: AI literacy, Retrieval-Augmented Generation, AI powered creativity, Vibe coding, Problem Solving, AI Enablement, Prompt Engineering Tools, AI Personalization, Multimodal Prompts, Productivity Software, Generative AI, Communication Strategies, Responsible AI, Business Communication, Productivity, Project Planning, Planning, Business Planning, Project Management, Business

    4.7
    Rating, 4.7 out of 5 stars
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    119 reviews

    Beginner · Specialization · 1 - 3 Months

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    Universitat Autònoma de Barcelona

    Emotions: a Philosophical Introduction

    Skills you'll gain: Empathy & Emotional Intelligence, Liberal Arts, Social Sciences, Culture, Psychology, Anthropology, Artificial Intelligence, Human Computer Interaction, Robotics, Research

    4.4
    Rating, 4.4 out of 5 stars
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    524 reviews

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    PySpark & Python: Hands-On Guide to Data Processing

    Skills you'll gain: SQL

    4.4
    Rating, 4.4 out of 5 stars
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    42 reviews

    Beginner · Course · 1 - 4 Weeks

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    University of Colorado Boulder

    Kinematics: Describing the Motions of Spacecraft

    Skills you'll gain: Mechanics, Linear Algebra, Numerical Analysis, Engineering Calculations, Engineering Analysis, Differential Equations, Trigonometry, Mathematical Modeling, Applied Mathematics, Control Systems, Advanced Mathematics, Algorithms, Calculus

    4.9
    Rating, 4.9 out of 5 stars
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    343 reviews

    Advanced · Course · 1 - 4 Weeks

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    University of Michigan

    Django for Everybody

    Skills you'll gain: Django (Web Framework), Ajax, jQuery, Model View Controller, Cascading Style Sheets (CSS), Javascript and jQuery, Hypertext Markup Language (HTML), JSON, HTML and CSS, Linux, Linux Commands, Application Development, Back-End Web Development, Database Application, Web Development, Cloud Deployment, Web Applications, Application Deployment, Javascript, SQL

    4.7
    Rating, 4.7 out of 5 stars
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    2.5K reviews

    Intermediate · Specialization · 3 - 6 Months

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    L&T EduTech

    Boiler Environmental, Electrical and Control Systems

    Skills you'll gain: Electrical Equipment, Electrical Power, Electrical Substation, Plant Operations and Management, Electric Power Systems, Engineering, Scientific, and Technical Instruments, Control Systems, Electrical Systems, Electrical Safety, Automation Engineering, High Voltage, Process Control, Machine Controls, Environmental Engineering, Energy and Utilities, Environmental Regulations, Control Panels, Process Analysis, Process Engineering, System Monitoring

    Intermediate · Course · 1 - 4 Weeks

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    IBM

    Build RAG Applications: Get Started

    Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Prompt Patterns, AI Workflows, Prompt Engineering, Large Language Modeling, Model Deployment, Embeddings, Vector Databases, Data Processing, Document Management

    4.5
    Rating, 4.5 out of 5 stars
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    168 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Sage Publications

    Competitive Advantage and Market Positioning Strategies

    Skills you'll gain: Strategic Marketing, Product Strategy, Marketing, Business Strategy, Go To Market Strategy, Marketing Strategy and Techniques, Value Propositions, Design Thinking, Customer Analysis, Market Dynamics, Brand Strategy, Target Market, Strategic Thinking, Product Development, Product Lining, Branding, New Product Development, Consumer Behaviour, Competitive Analysis, Market Trend

    Beginner · Course · 1 - 4 Weeks

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    Meta

    GenAI in Data Analytics

    Skills you'll gain: Generative AI, Business Analytics, Analytics, Data Quality, Data Integration, AI literacy, Data Ethics, Data Cleansing, Responsible AI, Artificial Intelligence, Data Analysis, LLM Application, Machine Learning

    4.6
    Rating, 4.6 out of 5 stars
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    88 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    John Wiley & Sons

    Foundations of Relational Databases and SQL

    Skills you'll gain: Database Design, Relational Databases, SQL, Database Management, Database Theory, Database Systems, Data Integrity, Data Store, Database Development, Network Model, Database Architecture and Administration, Database Management Systems, Systems Development, Microsoft SQL Servers, Performance Tuning, Requirements Analysis, Systems Development Life Cycle, Data Modeling, Data Architecture, Data Manipulation

    Beginner · Course · 1 - 3 Months

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

  • Foundations of Application Security with Spring: Packt
  • Digital Healthcare Informatics and AI: Illinois Tech
  • Real-World AI for Everyone: Advancing Women in Tech
  • Emotions: a Philosophical Introduction: Universitat Autònoma de Barcelona
  • PySpark & Python: Hands-On Guide to Data Processing: EDUCBA
  • Kinematics: Describing the Motions of Spacecraft: University of Colorado Boulder
  • Django for Everybody: University of Michigan
  • Boiler Environmental, Electrical and Control Systems: L&T EduTech
  • Build RAG Applications: Get Started: IBM
  • Competitive Advantage and Market Positioning Strategies: Sage Publications

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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