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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


  • L

    LearnKartS

    Project Approaches, Lifecycles, and Agile Implementation

    Skills you'll gain: Agile Project Management, Agile Methodology, Kanban Principles, Lean Methodologies, Agile Product Development, Project Management Life Cycle, Scaled Agile Framework, Project Management Institute (PMI) Methodology, Workflow Management, Sprint Planning, Project Planning, Backlogs, Change Management, Sprint Retrospectives, Team Leadership

    4.7
    Rating, 4.7 out of 5 stars
    ·
    47 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Illinois Urbana-Champaign

    Sustainable Business Enterprises

    Skills you'll gain: Sustainable Business, Sustainable Development, Corporate Sustainability, Business Planning, Environmental Social And Corporate Governance (ESG), Consumer Behaviour, Environmental Issue, Sustainability Reporting, Business Strategies, Product Design, Design Thinking, Market Research, Business Development, Value Propositions, Innovation, Communication Strategies

    Build toward a degree

    4.3
    Rating, 4.3 out of 5 stars
    ·
    146 reviews

    Beginner · Course · 1 - 4 Weeks

  • E

    Edureka

    Building LLMs with Hugging Face and LangChain

    Skills you'll gain: LangChain, LLM Application, Hugging Face, Retrieval-Augmented Generation, OpenAI API, LangGraph, Model Deployment, AI Workflows, Large Language Modeling, AI Orchestration, Generative AI, Generative Model Architectures, CI/CD, Embeddings, Text Mining, Containerization, Restful API, Open Source Technology, Data Preprocessing, Docker (Software)

    1.8
    Rating, 1.8 out of 5 stars
    ·
    6 reviews

    Intermediate · Specialization · 1 - 3 Months

  • D

    Duke University

    Virtualization, Docker, and Kubernetes for Data Engineering

    Skills you'll gain: Site Reliability Engineering, Docker (Software), Containerization, Kubernetes, Virtualization, Cloud Deployment, Devops Tools, Microservices, Application Deployment, Virtual Machines, Cloud Development, Database Management, Cloud-Based Integration, Scalability

    3.8
    Rating, 3.8 out of 5 stars
    ·
    49 reviews

    Advanced · Course · 1 - 4 Weeks

  • C

    Codio

    Select Topics in Python

    Skills you'll gain: Matplotlib, Text Mining, GitHub, Large Language Modeling, Django (Web Framework), Git (Version Control System), Package and Software Management, Platform As A Service (PaaS), Plot (Graphics), Application Deployment, Natural Language Processing, Data Visualization Software, Unit Testing, Cloud Deployment, Jupyter, Database Development, Data Processing, Virtual Environment, Dependency Analysis, Python Programming

    3.9
    Rating, 3.9 out of 5 stars
    ·
    24 reviews

    Intermediate · Specialization · 1 - 3 Months

  • A

    American Psychological Association

    Disorders Related To Trauma

    Skills you'll gain: Mental Health Diseases and Disorders, Trauma Care, Mental Health, Psychology, Psychosocial Assessments, Mental and Behavioral Health, Cultural Sensitivity, Patient Evaluation, Stress Management

    4.9
    Rating, 4.9 out of 5 stars
    ·
    14 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    GenAI and Model Selection

    Skills you'll gain: Generative AI, Generative Adversarial Networks (GANs), Applied Machine Learning, Large Language Modeling, Strategic Decision-Making, Systems Integration, Scalability, Innovation

    Intermediate · Course · 1 - 4 Weeks

  • L

    LearnQuest

    Visual Basic Programming: Classes and Collections

    Skills you'll gain: Unified Modeling Language, Visual Basic (Programming Language), Data Structures, Object Oriented Design, Data Modeling, Microsoft Visual Studio, Program Development, Programming Principles, Object Oriented Programming (OOP), .NET Framework, Computer Programming

    4.5
    Rating, 4.5 out of 5 stars
    ·
    20 reviews

    Intermediate · Course · 1 - 4 Weeks

  • L

    LearnKartS

    Introduction to AWS

    Skills you'll gain: Amazon Web Services, Cloud Infrastructure, Public Cloud, Amazon Elastic Compute Cloud, Cloud Computing, Cloud Hosting, Cloud Computing Architecture, Cloud Services, Cloud Security, Amazon S3, Cloud Storage, Amazon CloudWatch, Load Balancing, Virtual Networking, Virtual Private Networks (VPN), Scalability, Resource Management, Cost Management

    4.5
    Rating, 4.5 out of 5 stars
    ·
    35 reviews

    Intermediate · Course · 1 - 4 Weeks

  • A

    Amazon Web Services

    Responsible AI Practices

    Skills you'll gain: Responsible AI, AI Security, Human Centered Design, Data Ethics, Model Evaluation, Artificial Intelligence, AWS SageMaker

    4.1
    Rating, 4.1 out of 5 stars
    ·
    47 reviews

    Beginner · Course · 1 - 4 Weeks

  • H

    Howard University

    Building Regression Models with Linear Algebra

    Skills you'll gain: Regression Analysis, Predictive Modeling, Statistical Modeling, Applied Mathematics, Machine Learning Methods, Linear Algebra, Model Evaluation, Statistical Analysis, Data Manipulation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    6 reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Mastering ISO 27001 Controls: Implementation and Auditing

    Skills you'll gain: ISO/IEC 27001, Auditing, Audit Planning, Security Controls, Security Management, Information Systems Security, Information Assurance, Risk Management, Risk Management Framework, Security Strategy, Security Requirements Analysis, Identity and Access Management, Security Awareness, Information Technology

    Intermediate · Course · 1 - 3 Months

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

  • Project Approaches, Lifecycles, and Agile Implementation: LearnKartS
  • Sustainable Business Enterprises: University of Illinois Urbana-Champaign
  • Building LLMs with Hugging Face and LangChain: Edureka
  • Virtualization, Docker, and Kubernetes for Data Engineering: Duke University
  • Select Topics in Python: Codio
  • Disorders Related To Trauma: American Psychological Association
  • GenAI and Model Selection: Coursera
  • Visual Basic Programming: Classes and Collections: LearnQuest
  • Introduction to AWS: LearnKartS
  • Responsible AI Practices: Amazon Web Services

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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