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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.


More to explore:

Popular Applied Machine Learning Courses and Certifications


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    Adobe

    Generative AI for Graphic Designers

    Skills you'll gain: Prompt Engineering, Adobe Illustrator, Generative AI, AI Workflows, Creativity, Adobe Creative Cloud, Graphic Design, Computer Graphics, Creative Design, Creative Thinking, Color Theory, Digital Design, Visual Design, Content Creation, Branding

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Public Sector Efficiency: Optimizing Business Processes

    Skills you'll gain: Performance Measurement, Workflow Management, Business Process Improvement, Performance Improvement, Business Process, Process Optimization, Process Analysis, Continuous Improvement Process, Service Improvement, Key Performance Indicators (KPIs), Process Mapping, Automation, Organizational Skills, Change Management, Stakeholder Engagement

    3.6
    Rating, 3.6 out of 5 stars
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    11 reviews

    Beginner · Course · 1 - 4 Weeks

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    Starweaver

    Data Communication Networks

    Skills you'll gain: Virtual Networking, Network Protocols, Network Planning And Design, Network Security, General Networking, Network Administration, Network Architecture, Network Monitoring, Virtualization, Network Infrastructure, Computer Networking, TCP/IP, Routing Protocols, Network Model, Internet Of Things, Artificial Intelligence and Machine Learning (AI/ML)

    Beginner · Course · 1 - 4 Weeks

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    University of Colorado Boulder

    The North Awakens

    Skills you'll gain: Oil and Gas, Environment, Governance, Energy and Utilities, Environmental Science, International Relations, Environmental Policy, Socioeconomics, Natural Resource Management, Economics, Cultural Diversity, Transportation Operations, Climate Change Adaptation, Strategic Thinking, Demography

    4.6
    Rating, 4.6 out of 5 stars
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    20 reviews

    Beginner · Course · 1 - 4 Weeks

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    Microsoft

    Data Modeling and Architecture

    Skills you'll gain: Data Analysis Expressions (DAX), Data Ethics, Data Modeling, Data Governance, Data Architecture, Database Design, Power BI, Star Schema, Information Privacy, Data Visualization Software, Data Security, Data Integrity, Snowflake Schema, Relational Databases, Data Cleansing

    4.9
    Rating, 4.9 out of 5 stars
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    16 reviews

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Attention Mechanism - 简体中文

    Skills you'll gain: Recurrent Neural Networks (RNNs), Machine Learning Methods, Deep Learning, Artificial Neural Networks, Text Mining, Natural Language Processing

    Intermediate · Course · 1 - 4 Weeks

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    Codio

    Software Security for Web Applications

    Skills you'll gain: Application Security, OAuth, Data Validation, Authentications, Security Testing, Secure Coding, Web Applications, Authorization (Computing), Vulnerability Scanning, Cyber Attacks, Distributed Denial-Of-Service (DDoS) Attacks, Server Side, Security Strategy

    4.9
    Rating, 4.9 out of 5 stars
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    17 reviews

    Intermediate · Course · 1 - 4 Weeks

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    University of California San Diego

    Teaching Impacts of Technology: Workplace of the Future

    Skills you'll gain: Digital pedagogy, Technical Communication, Digital Transformation, Cloud Computing, Big Data, Hypertext Markup Language (HTML), Cloud Storage, File Transfer Protocol (FTP), Data Science, Amazon Web Services, SQL, Databases

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    Rating, 4 out of 5 stars
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    6 reviews

    Beginner · Course · 1 - 3 Months

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    Northwestern University

    현대 로봇공학, 강좌 5: 로봇 매니퓰레이션 및 차륜형 이동 로봇

    Skills you'll gain: Robotics, Machine Controls, Automation Engineering, Mathematical Modeling, Torque (Physics), Mechanics, Control Systems, Mathematical Software, Mechanical Engineering, Engineering, Simulation and Simulation Software, Engineering Analysis, Applied Mathematics

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Create a High-Fidelity Prototype with Figma

    Skills you'll gain: Prototyping, User Interface (UI) Design, Figma (Design Software), Mobile Development, Mockups, Wireframing, Collaborative Software

    3.8
    Rating, 3.8 out of 5 stars
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    13 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    Pearson

    Introduction to Transformer Models for NLP: Unit 3

    Skills you'll gain: Vision Transformer (ViT), Model Deployment, Transfer Learning, Hugging Face, MLOps (Machine Learning Operations), Cloud Deployment, Large Language Modeling, Computer Vision, Image Analysis, Natural Language Processing, Application Deployment

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Apache Kafka Series - Learn Apache Kafka for Beginners v3

    Skills you'll gain: Apache Kafka, Command-Line Interface, Apache, Data Pipelines, Java, Enterprise Application Management, Real Time Data, Distributed Computing, Performance Tuning

    4.5
    Rating, 4.5 out of 5 stars
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    11 reviews

    Intermediate · Course · 3 - 6 Months

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

  • Generative AI for Graphic Designers: Adobe
  • Public Sector Efficiency: Optimizing Business Processes: Coursera
  • Data Communication Networks: Starweaver
  • The North Awakens: University of Colorado Boulder
  • Data Modeling and Architecture: Microsoft
  • Attention Mechanism - 简体中文: Google Cloud
  • Software Security for Web Applications: Codio
  • Teaching Impacts of Technology: Workplace of the Future: University of California San Diego
  • 현대 로봇공학, 강좌 5: 로봇 매니퓰레이션 및 차륜형 이동 로봇: Northwestern University
  • Create a High-Fidelity Prototype with Figma: Coursera

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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