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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

    Developing Solutions for Microsoft Azure (AZ-204)

    Skills you'll gain: Microsoft Azure, Virtual Machines, Cloud Applications, Cloud Development, Application Deployment, Redis, Active Directory, Cloud Computing, Serverless Computing, Application Performance Management, Cloud Storage, NoSQL, Key Management, Cloud Security, Scalability

    Intermediate · Course · 3 - 6 Months

  • P

    Packt

    Top 20 Most Powerful Life Coaching Questions

    Skills you'll gain: Empowerment, Coaching, Personal Development, Optimism, Accountability, Journals, Positivity, Mentorship, Lifelong Learning, Self-Awareness, Empathy, Resilience, Goal Setting, Relationship Building, Creativity

    Beginner · Course · 1 - 3 Months

  • B

    Board Infinity

    Foundations of Power Platform for Aspiring PL-400 Developers

    Skills you'll gain: Microsoft Power Platform, Power Apps Component Framework, Power Platform CLI, Microsoft Power Automate/Flow, Development Environment, Microsoft Azure, Power BI, Data Modeling, Technical Design, Solution Architecture, Business Logic, Platform As A Service (PaaS), Microsoft 365, No-Code Development, Data Architecture, Cloud Development, Authentications, Application Development, Authorization (Computing), Business Workflow Analysis

    Intermediate · Course · 1 - 4 Weeks

  • A

    Amazon Web Services

    Amazon Kendra Getting Started

    Skills you'll gain: Document Management, Amazon Web Services, Information Management, Technical Documentation, Natural Language Processing, Infrastructure Architecture, Artificial Intelligence, Software Architecture

    Mixed · Course · 1 - 4 Weeks

  • P

    Packt

    LLM Engineer’s Handbook

    Skills you'll gain: Retrieval-Augmented Generation, Large Language Modeling, Hugging Face, MLOps (Machine Learning Operations), OpenAI, Prompt Engineering, Model Deployment, AWS SageMaker, Extract, Transform, Load, Embeddings, Data Pipelines, CI/CD, Vector Databases, Model Evaluation

    Beginner · Course · 1 - 3 Months

  • P

    Pearson

    Programming Generative AI: Unit 2

    Skills you'll gain: Generative AI, Large Language Modeling, Generative Model Architectures, Image Analysis, Autoencoders, Hugging Face, Embeddings, Computer Vision, Convolutional Neural Networks, PyTorch (Machine Learning Library), LLM Application, Natural Language Processing

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Michigan

    파이썬의 데이터 과학 소개

    Skills you'll gain: Pandas (Python Package), NumPy, Data Manipulation, Statistical Analysis, Jupyter, Data Structures, Data Cleansing, Pivot Tables And Charts, Data Analysis, Data Preprocessing, Exploratory Data Analysis, Python Programming, Probability & Statistics, Data Import/Export

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Michigan

    Community Awareness: What is a Socially Just University

    Skills you'll gain: Social Justice, Teaching, Diversity Equity and Inclusion Initiatives, Pedagogy, Higher Education, Diversity Awareness, Student Engagement, Community and Social Work, Cultural Diversity, Research, Social Impact

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Classify Images with TensorFlow Convolutional Neural Networks

    Skills you'll gain: Convolutional Neural Networks, Tensorflow, Data Collection, Image Analysis, Artificial Neural Networks, Deep Learning, Computer Vision, Model Evaluation, Google Cloud Platform, Cloud Computing, Scientific Visualization

    Beginner · Project · Less Than 2 Hours

  • B

    Board Infinity

    Mastering Cloud FinOps

    Skills you'll gain: Cloud Management, Dashboard, Resource Utilization, Financial Management, Cost Management, Anomaly Detection, Serverless Computing, Cloud Computing Architecture, Forecasting, Containerization, Change Management, Presentations, Generative AI, Case Studies

    4
    Rating, 4 out of 5 stars
    ·
    6 reviews

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Unity C# Scripting — Complete C# for Unity Game Development

    Skills you'll gain: Responsive Web Design, 3D Assets, AI Workflows, Development Environment, Programming Principles

    Intermediate · Specialization · 1 - 3 Months

  • E

    Edureka

    Generative AI for Security Fundamentals

    Skills you'll gain: AI Security, Responsible AI, Large Language Modeling, IT Security Architecture, Threat Modeling, Vulnerability Assessments, Threat Detection, Cybersecurity, Information Systems Security, Cyber Security Strategy, Security Strategy, Security Management, Cyber Attacks, Cloud Security, Security Awareness, Enterprise Security, Distributed Denial-Of-Service (DDoS) Attacks, Incident Response, Natural Language Processing

    Beginner · Course · 1 - 4 Weeks

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

  • Developing Solutions for Microsoft Azure (AZ-204): Packt
  • Top 20 Most Powerful Life Coaching Questions: Packt
  • Foundations of Power Platform for Aspiring PL-400 Developers: Board Infinity
  • Amazon Kendra Getting Started: Amazon Web Services
  • LLM Engineer’s Handbook: Packt
  • Programming Generative AI: Unit 2: Pearson
  • 파이썬의 데이터 과학 소개: University of Michigan
  • Community Awareness: What is a Socially Just University : University of Michigan
  • Classify Images with TensorFlow Convolutional Neural Networks: Google Cloud
  • Mastering Cloud FinOps: Board Infinity

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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