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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


  • Status: New
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    Microsoft

    DevOps Platforms & Source Control

    Skills you'll gain: Azure DevOps, Terraform, DevOps, Azure DevOps Pipelines, Infrastructure as Code (IaC), Kubernetes, CI/CD, Enterprise Architecture, GitHub, Governance, Microsoft Azure, Role-Based Access Control (RBAC), Workflow Management, Release Management, Generative AI Agents, Git (Version Control System), Code Review, IT General Controls (ITGC), Identity and Access Management, Capacity Management

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
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    A

    Arizona State University

    Teach English Now! Lesson Design and Assessment

    Skills you'll gain: Classroom Management, Lesson Planning, Instructional and Curriculum Design, Instructional Design, Pedagogy, Teaching, Instructional Strategies, Curriculum Development, Curriculum Planning, Goal Setting, Student-Centred Learning, Student Engagement

    4.9
    Rating, 4.9 out of 5 stars
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    5.1K reviews

    Mixed · Course · 1 - 3 Months

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    Red Hat

    Red Hat AI Technical Overview

    Skills you'll gain: OpenShift, Retrieval-Augmented Generation, Agentic systems, Red Hat Enterprise Linux, Agentic Workflows, AI Enablement, Model Context Protocol, AI Integrations, AI Orchestration, Tool Calling, Model Deployment, LLM Application, Model Training, Artificial Intelligence and Machine Learning (AI/ML), Hybrid Cloud Computing, Artificial Intelligence, Model Optimization, Fine-tuning, Jupyter, Data Science

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Duke University

    Developing Explainable AI (XAI)

    Skills you'll gain: Responsible AI, Data Ethics, Generative AI, Artificial Intelligence, AI literacy, Decision Intelligence, Machine Learning, Machine Learning Methods, Model Evaluation, Artificial Neural Networks, Information Privacy

    4.6
    Rating, 4.6 out of 5 stars
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    66 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Logistic Regression with NumPy and Python

    Skills you'll gain: Matplotlib, Seaborn, Exploratory Data Analysis, Logistic Regression, NumPy, Machine Learning Methods, Jupyter, Scikit Learn (Machine Learning Library), Data Science, Machine Learning, Machine Learning Algorithms, Python Programming

    4.5
    Rating, 4.5 out of 5 stars
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    396 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    Deep Teaching Solutions

    Apprendre comment apprendre (ACA) : Des outils mentaux puissants qui vous aideront à maîtriser des sujets difficiles

    Skills you'll gain: Learning Strategies, Lifelong Learning, Problem Solving, Self-Awareness, Overcoming Obstacles, Growth Mindedness, Mental Concentration, Habit Formation

    4.8
    Rating, 4.8 out of 5 stars
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    710 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Google

    AI for App Deployment

    Skills you'll gain: Debugging, Application Development, Artificial Intelligence, Generative AI

    4.7
    Rating, 4.7 out of 5 stars
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    93 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    KodeKloud

    Azure Backup, Monitor, and AZ-104 Exam Prep

    Skills you'll gain: Performance Tuning, Disaster Recovery, Microsoft Azure, Data Maintenance, Data Loss Prevention, Cloud Management, Data Security, Query Languages, Data Storage, System Monitoring, Event Monitoring, Continuous Monitoring

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of California, Santa Cruz

    Bayesian Statistics: From Concept to Data Analysis

    Skills you'll gain: Bayesian Statistics, Statistical Inference, Statistical Methods, Probability & Statistics, Statistics, Statistical Modeling, Probability, Statistical Programming, Statistical Analysis, Statistical Software, Probability Distribution, Data Analysis, R Programming, Regression Analysis, R (Software), Analytical Skills, Statistical Visualization, Predictive Modeling, Data Visualization, Data Modeling

    4.6
    Rating, 4.6 out of 5 stars
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    3.2K reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    California Institute of the Arts

    Sharpened Visions: A Poetry Workshop

    Skills you'll gain: Writing and Editing, Peer Review, Editing, Writing, Storytelling, Language Competency, Creativity, English Language, Language Learning

    4.8
    Rating, 4.8 out of 5 stars
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    1.9K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    LearnQuest

    Microsoft Azure: AI, Infrastructure, and Data Solutions

    Skills you'll gain: Cloud Infrastructure, Microsoft Azure, Infrastructure As A Service (IaaS), Data Processing, Big Data, Apache Spark, Artificial Intelligence and Machine Learning (AI/ML), Databricks, Infrastructure Security, Data Pipelines, Virtual Networking, Azure DevOps, Virtual Machines, Azure Active Directory, Analytics, Active Directory, Network Security, Model Deployment, Python Programming, Role-Based Access Control (RBAC)

    4.4
    Rating, 4.4 out of 5 stars
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    1.6K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Preview
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    M

    Michigan State University

    Write Your First Novel

    Skills you'll gain: Peer Review, Storytelling, Writing and Editing, Editing, Constructive Feedback, Content Creation, Follow Through, Oral Expression, Creative Thinking, Goal Setting, Self-Discipline

    4.3
    Rating, 4.3 out of 5 stars
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    377 reviews

    Beginner · Course · 3 - 6 Months

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

  • DevOps Platforms & Source Control: Microsoft
  • Teach English Now! Lesson Design and Assessment: Arizona State University
  • Red Hat AI Technical Overview: Red Hat
  • Developing Explainable AI (XAI): Duke University
  • Logistic Regression with NumPy and Python: Coursera
  • Apprendre comment apprendre (ACA) : Des outils mentaux puissants qui vous aideront à maîtriser des sujets difficiles: Deep Teaching Solutions
  • AI for App Deployment: Google
  • Azure Backup, Monitor, and AZ-104 Exam Prep: KodeKloud
  • Bayesian Statistics: From Concept to Data Analysis: University of California, Santa Cruz
  • Sharpened Visions: A Poetry Workshop: California Institute of the Arts

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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