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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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    Sapienza University of Rome

    Paesaggi di Roma Antica. Archeologia e storia del Palatino.

    Skills you'll gain: Ancient History, Data Collection, Spatial Analysis, World History, Art History, Geographic Information Systems, European History, Timelines, Data Integration, Culture, Information Systems

    4.8
    Rating, 4.8 out of 5 stars
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    146 reviews

    Beginner · Course · 1 - 3 Months

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    Adobe

    AI Foundations for Creativity

    Skills you'll gain: Adobe Firefly, Responsible AI, Data Ethics, Generative AI, AI Enablement, Creativity, Prompt Engineering, Ideation, Brainstorming, Artificial Intelligence, Innovation, Creative Design, Design Thinking, Multimedia, Storytelling, Visual Design, Content Strategy

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Johns Hopkins University

    Program Design & Evaluation for Health Systems Strengthening

    Skills you'll gain: Health Policy, Health Systems, Public Health, Health Information Management, Research Design, Systems Analysis, Scalability, Technical Communication, Data Quality

    4.7
    Rating, 4.7 out of 5 stars
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    38 reviews

    Intermediate · Course · 1 - 4 Weeks

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    SAS

    Generative AI Using SAS

    Skills you'll gain: Generative AI, Retrieval-Augmented Generation, Large Language Modeling, Generative Adversarial Networks (GANs), Responsible AI, Embeddings, Data Synthesis, SAS (Software), Text Mining, Natural Language Processing

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    Duke University

    Climate Science for Everyone

    Skills you'll gain: Climate Change Mitigation, Climate Change Adaptation, Environment, Sustainable Development, Physical Science, Environmental Science, Social Impact, Environmental Policy, Mathematical Modeling, Trend Analysis, Data Collection

    4.9
    Rating, 4.9 out of 5 stars
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    21 reviews

    Beginner · Course · 1 - 4 Weeks

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    Whizlabs

    Infrastructure Automation with Terraform

    Skills you'll gain: Terraform, Infrastructure as Code (IaC), Cloud Infrastructure, Google Cloud Platform, Amazon Web Services, Cloud Platforms, Microsoft Azure, Virtual Machines, Virtual Networking, Cloud Storage, Data Store

    4.1
    Rating, 4.1 out of 5 stars
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    10 reviews

    Mixed · Course · 1 - 3 Months

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    Coursera

    Critical Path Analysis Using Lucidchart

    Skills you'll gain: Project Schedules, Scheduling, Timelines, Project Planning, Project Management Software, Dependency Analysis, Diagram Design

    4.5
    Rating, 4.5 out of 5 stars
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    79 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Copenhagen Business School

    AI and the Illusion of Intelligence

    Skills you'll gain: Artificial Intelligence, Large Language Modeling, Natural Language Processing, Theoretical Computer Science, Human Learning, Statistical Analysis, Artificial Neural Networks, Computational Thinking, Human Computer Interaction, Social Impact

    4.7
    Rating, 4.7 out of 5 stars
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    25 reviews

    Beginner · Course · 1 - 4 Weeks

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    LearnKartS

    Container and Container Orchestration Fundamentals

    Skills you'll gain: Kubernetes, Cloud-Native Computing, Docker (Software), Containerization, Microservices, DevOps, Application Deployment, YAML, Virtualization, Command-Line Interface

    4.1
    Rating, 4.1 out of 5 stars
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    41 reviews

    Beginner · Course · 1 - 4 Weeks

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    Berklee

    Producing Music in the Home Studio

    Skills you'll gain: Musical Composition, Music, Media Production, Editing, Post-Production, Organizational Skills

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free
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    Coursera

    Clean and analyze social media usage data with Python

    Skills you'll gain: Data Visualization, Matplotlib, Marketing Analytics, Web Scraping, Social Media Marketing, Python Programming, Social Media, Pandas (Python Package), Text Mining, Trend Analysis, Data Analysis, Data Wrangling, Data Cleansing, Seaborn, Content Performance Analysis, Jupyter

    3.9
    Rating, 3.9 out of 5 stars
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    36 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Starweaver

    Factory Automation: Shaping the Future of Manufacturing

    Skills you'll gain: Manufacturing and Production, Automation, Manufacturing Operations, Manufacturing Processes, Production Process, Lean Manufacturing, Programmable Logic Controllers, Workforce Development, Business Process Automation, Robotics, Safety Standards, Safety Assurance, Sustainable Technologies, Human Machine Interfaces, Sustainability Standards, Internet Of Things, Scalability, Cost Benefit Analysis

    4.6
    Rating, 4.6 out of 5 stars
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    8 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Paesaggi di Roma Antica. Archeologia e storia del Palatino.: Sapienza University of Rome
  • AI Foundations for Creativity: Adobe
  • Program Design & Evaluation for Health Systems Strengthening: Johns Hopkins University
  • Generative AI Using SAS: SAS
  • Climate Science for Everyone: Duke University
  • Infrastructure Automation with Terraform: Whizlabs
  • Critical Path Analysis Using Lucidchart: Coursera
  • AI and the Illusion of Intelligence: Copenhagen Business School
  • Container and Container Orchestration Fundamentals: LearnKartS
  • Producing Music in the Home Studio: Berklee

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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