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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

    AI Engineer Professional

    Skills you'll gain: MLOps (Machine Learning Operations), Convolutional Neural Networks, Recurrent Neural Networks (RNNs), Fine-tuning, Containerization, Model Optimization, AI Workflows, Model Evaluation, Model Deployment, Generative AI Agents, LangGraph, Keras (Neural Network Library), Agentic Workflows, Transfer Learning, Artificial Intelligence and Machine Learning (AI/ML), CrewAI, Image Analysis, Large Language Modeling, Natural Language Processing, Python Programming

    Advanced · Specialization · 1 - 3 Months

  • S

    Starweaver

    Introduction to Automotive Embedded Systems

    Skills you'll gain: Embedded Software, Embedded Systems, Electrical Systems, Cybersecurity, Program Development, Automation, Electronics, Sustainable Technologies, Control Systems, Electronic Hardware, Internet Of Things, Software Development

    ★ 4.5 (44) · Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado System

    Cryptography and Information Theory

    Skills you'll gain: Cryptography, Brute-force attacks, Cryptographic Protocols, Encryption, Key Management, Cybersecurity, Computer Security, Information Assurance, Theoretical Computer Science, Threat Modeling, Communication Systems

    ★ 4.5 (550) · Intermediate · Course · 1 - 4 Weeks

  • P

    Politecnico di Milano

    Water: an essential resource

    Skills you'll gain: Water Quality, Water Sustainability, Water Resources, Water Resource Management, Sustainable Development, Environmental Engineering, Environmental Engineering and Restoration, Sanitation, Environmental Monitoring, Sustainable Engineering, Sustainable Design, Human Centered Design, Risk Analysis, Machine Learning Methods, Machine Learning

    ★ 4.7 (59) · Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Python Case Studies: Build Chatbots, Apps & Systems

    Skills you'll gain: Object Oriented Programming (OOP), Database Application, Plot (Graphics), Databases, Database Management, Data Presentation, Natural Language Processing, SQL, Python Programming, Text Mining, Data Processing, Development Environment, Document Management, Data Collection, Software Installation

    ★ 4.8 (16) · Mixed · Course · 1 - 3 Months

  • E

    EDUCBA

    PyMongo - Beginners

    Skills you'll gain: MongoDB, Data Access, Query Languages, Database Management, NoSQL, Databases, Database Development, Scripting, Python Programming, Development Environment, Software Installation

    ★ 4.3 (16) · Intermediate · Course · 1 - 4 Weeks

  • C

    CertNexus

    Communicate Effectively about Ethical Challenges in Data-Driven Technologies

    Skills you'll gain: Crisis Management, Business Ethics, Corporate Communications, Communication Planning, Data Ethics, Media Relations, Communication Strategies, Public Relations, Strategic Communication, Media and Communications, Stakeholder Communications, Business Communication, Ethical Standards And Conduct, Workplace inclusivity, Communication, Internal Communications, Diversity Equity and Inclusion Initiatives, Leadership and Management, Business Strategy, Marketing

    ★ 4.4 (97) · Beginner · Course · 1 - 3 Months

  • U

    University of Colorado System

    First Steps in Making the Business Case for Sustainability

    Skills you'll gain: Sustainable Business, Corporate Sustainability, Sustainable Development, Organizational Change, Environmental Social And Corporate Governance (ESG), Sustainable Systems, Performance Improvement, Change Management, Sustainability Standards, Financial Analysis, Systems Thinking, Proposal Development, Cost Benefit Analysis, Proposal Writing, Business Economics, Capital Budgeting, Environmental Issue, Economics, Packaging and Labeling, Product Lifecycle Management

    ★ 4.7 (215) · Beginner · Course · 1 - 3 Months

  • T

    The University of Edinburgh

    Intellectual Humility: Practice

    Skills you'll gain: Conflict Management, Intercultural Competence, Research, Diversity Awareness, Cultural Diversity, Empathy & Emotional Intelligence, Mediation, Interpersonal Communications

    ★ 4.7 (153) · Beginner · Course · 1 - 3 Months

  • U

    Universidad de Palermo

    Cognición, Pensamiento y Lenguaje

    Skills you'll gain: Psychology, Computational Thinking, Systems Thinking, Human Learning, Language Interpretation, Translation, and Studies, Scientific Methods, Science and Research, Decision Intelligence, Research, Grammar, Experimentation, Oral Expression

    ★ 4.7 (218) · Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    PyQt Training Intermediate Level

    Skills you'll gain: Graphic and Visual Design, User Interface (UI) Design, Graphical Tools, Python Programming, Visualization (Computer Graphics), Computer Graphics, Computer Graphic Techniques, Application Programming Interface (API)

    ★ 4.8 (10) · Mixed · Course · 1 - 4 Weeks

  • M

    Microsoft

    Cybersecurity Management and Compliance

    Skills you'll gain: Record Keeping, Regulatory Requirements, Cloud Security, Regulatory Compliance, Data Management, Regulation and Legal Compliance, Data Maintenance, Cloud Computing Architecture, Records Management, Compliance Management, IT Security Architecture, Cloud Management, Cloud Standards, Security Management, Cloud Computing, Cyber Security Policies, Microsoft Azure, Compliance Reporting, Data Security, Threat Management

    ★ 4.8 (150) · Beginner · Course · 1 - 4 Weeks

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

  • AI Engineer Professional: Packt
  • Introduction to Automotive Embedded Systems: Starweaver
  • Cryptography and Information Theory: University of Colorado System
  • Water: an essential resource: Politecnico di Milano
  • Python Case Studies: Build Chatbots, Apps & Systems: EDUCBA
  • PyMongo - Beginners: EDUCBA
  • Communicate Effectively about Ethical Challenges in Data-Driven Technologies: CertNexus
  • First Steps in Making the Business Case for Sustainability: University of Colorado System
  • Intellectual Humility: Practice: The University of Edinburgh
  • Cognición, Pensamiento y Lenguaje: Universidad de Palermo

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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