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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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    John Wiley & Sons

    Generative AI: Tools, Techniques, and Applications

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, Generative Model Architectures, ChatGPT, AI powered creativity, AI literacy, AI Enablement, Microsoft Copilot, AI Integrations, Token Optimization, AI Workflows, Education Software and Technology, AI Personalization, Artificial Intelligence and Machine Learning (AI/ML), Business Administration, Integration Testing

    Intermediate · Course · 3 - 6 Months

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    Packt

    Data Structures & Algorithms in Java + 150 Leetcode Problems

    Skills you'll gain: Data Structures, Graph Theory, Algorithms, Game Theory, Java, Java Programming, Programming Principles, Performance Tuning, Computational Thinking, Theoretical Computer Science, Computer Programming, Software Design Patterns, Problem Solving, Solution Design, Applied Mathematics, Geometry

    Intermediate · Specialization · 3 - 6 Months

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    Packt

    Cisco CCNP Enterprise ENARSI (300-410)

    Skills you'll gain: Routing Protocols, Virtual Private Networks (VPN), Network Troubleshooting, Open Shortest Path First (OSPF), Network Engineering, Network Routing, Border Gateway Protocol, Multiprotocol Label Switching, Network Administration, Wide Area Networks, Network Protocols, Network Security, Network Monitoring, Network Performance Management, Dynamic Host Configuration Protocol (DHCP), Authentications

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    NLP: Fine-Tune & Preprocess Text

    Skills you'll gain: Fine-tuning, Natural Language Processing, Model Training, Data Wrangling, Data Pipelines

    Intermediate · Course · 1 - 4 Weeks

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    Logical Operations

    CCNA: Network Security, Automation, and Troubleshooting

    Skills you'll gain: Network Troubleshooting, Network Administration, Network Security, Remote Access Systems, Software-Defined Networking, Computer Networking, Network Routing, TCP/IP, Cybersecurity, Wireless Networks, Network Architecture, Virtual Local Area Network (VLAN), Network Protocols, IT Automation, Hardware Troubleshooting, Automation

    Mixed · Course · 1 - 4 Weeks

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    Niel Asher Education

    Sports Nutrition Principles for Performance and Recovery

    Skills you'll gain: Nutrition Counseling, Nutrition Care Plans, Nutritional Assessment, Athletic Training, Nutrition and Diet, Nutrition Education, Meal Planning And Preparation, Physical Therapy, Needs Assessment

    Intermediate · Course · 1 - 3 Months

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    Packt

    Hands-on with MS Teams

    Skills you'll gain: Microsoft Azure, Compliance Management, Active Directory, Enterprise Application Management, Security Controls, Continuous Monitoring, Cyber Security Policies, User Accounts, System Monitoring, Control Panels, Authorization (Computing), System Configuration, Information Assurance, Event Monitoring, Configuration Management, Legal Technology, Network Analysis, Live Streaming, Record Keeping

    Intermediate · Specialization · 1 - 3 Months

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    Niel Asher Education

    Fundamentals of Fire Cupping

    Skills you'll gain: Contraindication, Manual Therapy, Patient Treatment, Patient Evaluation, Pain Management, Exercise Therapy, Health And Safety Standards, Treatment Planning, Physical Therapy, Clinical Practices, Athletic Training, Clinical Assessment, Patient Communication, Mental Health Therapies, Anatomy

    Advanced · Course · 1 - 4 Weeks

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    Saviynt

    Saviynt Identity Security for AI Age (ISAA)

    Skills you'll gain: Governance Risk Management and Compliance, Cyber Attacks, Identity and Access Management, Cybersecurity, Cyber Security Strategy, Information Systems Security, AI Security, Cyber Governance, Security Management, Cloud Security, Security Information and Event Management (SIEM), Cyber Security Assessment, Cyber Risk, Security Software, Zero Trust Network Access, Endpoint Security, Human Factors (Security), Risk Management, Data Governance, Artificial Intelligence and Machine Learning (AI/ML)

    Beginner · Specialization · 1 - 3 Months

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    Packt

    Linux for Beginners

    Skills you'll gain: Linux, Linux Administration, Package and Software Management, Software Installation, Open Source Technology, Computing Platforms, Operating Systems, Development Environment, Desktop Support

    Beginner · Course · 1 - 4 Weeks

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    The University of Edinburgh

    An Introduction to Responsible AI for SMEs

    Skills you'll gain: Responsible AI, Data Ethics, AI Product Strategy, Risk Analysis, Artificial Intelligence, Business Ethics, Regulatory Compliance, AI literacy, Compliance Management, Operational Risk, Accountability, Governance, Stakeholder Engagement

    Beginner · Course · 1 - 3 Months

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    Coursera

    Pipeline Architects: Data Engineering to Lakehouse

    Skills you'll gain: Apache Airflow, Data Warehousing, Data Flow Diagrams (DFDs), Data Lakes, Data Pipelines, Diagram Design, Data Integration, Performance Tuning, Data Governance, Cloud Deployment, Data Management, Data Modeling, Data Mapping, Extract, Transform, Load, Trend Analysis, Service Level Agreement, Systems Integration, SQL, Apache Kafka, Python Programming

    Intermediate · Specialization · 3 - 6 Months

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

  • Generative AI: Tools, Techniques, and Applications: John Wiley & Sons
  • Data Structures & Algorithms in Java + 150 Leetcode Problems: Packt
  • Cisco CCNP Enterprise ENARSI (300-410): Packt
  • NLP: Fine-Tune & Preprocess Text: Coursera
  • CCNA: Network Security, Automation, and Troubleshooting: Logical Operations
  • Sports Nutrition Principles for Performance and Recovery: Niel Asher Education
  • Hands-on with MS Teams: Packt
  • Fundamentals of Fire Cupping: Niel Asher Education
  • Saviynt Identity Security for AI Age (ISAA): Saviynt
  • Linux for Beginners: 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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