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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


  • G

    Google Cloud

    Responsible AI: Applying AI Principles with Google Cloud

    Skills you'll gain: Responsible AI, Data Ethics, Artificial Intelligence, AI literacy, Business Ethics, AI Product Strategy, Accountability, Ethical Standards And Conduct

    4.6 stars, 1.1K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (1.1K) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Pennsylvania

    Operations Analytics

    Skills you'll gain: Descriptive Analytics, Business Analytics, Analytics, Predictive Analytics, Operational Analysis, Predictive Modeling, Data Analysis, Operations Management, Demand Planning, Forecasting, Simulation and Simulation Software, Business Modeling, Risk Modeling, Risk Analysis, Supply Chain Planning, Decision Making, Strategic Decision-Making, Decision Tree Learning, Spreadsheet Software, Microsoft Excel

    4.7 stars, 5.1K reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.7 (5.1K) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Algebra: Elementary to Advanced - Equations & Inequalities

    Skills you'll gain: Algebra, Arithmetic, General Mathematics, Mathematical Modeling, Applied Mathematics, Advanced Mathematics, Graphing, Probability & Statistics

    4.8 stars, 654 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (654) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Minnesota

    Creative Problem Solving

    Skills you'll gain: Creativity, Creative Thinking, Creative Problem-Solving, Brainstorming, Cognitive flexibility, Persistence, Innovation, Problem Solving, Adaptability, Personal Development, Motivational Skills

    4.4 stars, 2.4K reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.4 (2.4K) · Mixed · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • R

    Rice University

    Medical Terminology I

    Skills you'll gain: Medical Terminology, Human Musculoskeletal System, Orthopedics, Medical History Documentation, Medical Records, Electronic Medical Record System, Urology, Health Information Management and Medical Records, Anatomy, Nephrology, Diagnostic Tests

    4.9 stars, 805 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.9 (805) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Toronto

    State Estimation and Localization for Self-Driving Cars

    Skills you'll gain: Global Positioning Systems, Estimation, Robotics, Mathematical Modeling, Applied Mathematics, Linear Algebra

    4.7 stars, 842 reviews, Advanced, Course, 1 - 3 Months

    ★ 4.7 (842) · Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Foundations of Data Structures and Algorithms

    Skills you'll gain: Theoretical Computer Science, Algorithms, Graph Theory, Data Structures, Operations Research, Quantum computing, Public Key Cryptography Standards (PKCS), Cryptography, Computational Thinking, Design Strategies, Cryptographic Protocols, Applied Mathematics, Tree Maps, Encryption, Network Model, Combinatorics, Data Science, Mathematical Software, Computer Science, Python Programming

    4.7 stars, 976 reviews, Advanced, Specialization, 3 - 6 Months

    ★ 4.7 (976) · Advanced · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • C

    Coursera

    SQL for Data Analysis and Business Insights

    Skills you'll gain: Stored Procedure, MySQL Workbench, SQL, Data Cleansing, Data-Driven Decision-Making, MySQL, Exploratory Data Analysis, Database Design, Data Presentation, Data Manipulation, Data Integration, Relational Databases, Data Import/Export, Database Management, Query Languages, Database Software, Report Writing, GitHub, Performance Tuning, Jupyter

    4.5 stars, 1K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.5 (1K) · Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • B

    Berklee

    Electronic Music Production

    Skills you'll gain: File Management, Musical Composition, Music Performance, Music, Media Production, Performing Arts, Music Theory, Post-Production, Instrumental Music, Collaborative Software, Digital Signal Processing, Electronic Media, Automation, Editing, Design Software, Computer Hardware, Patch Management, Creativity, System Requirements

    4.8 stars, 2.3K reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.8 (2.3K) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • W

    Whizlabs

    Exam Prep SC-300: Microsoft Identity & Access Administrator

    Skills you'll gain: Azure Active Directory, Microsoft Azure, Microsoft 365, Role-Based Access Control (RBAC), Cloud Security, Multi-Factor Authentication, Identity and Access Management, Cloud Management, User Provisioning, Data Governance, User Accounts, Active Directory, Authorization (Computing), Data Security, Authentications, Data Loss Prevention, Governance Risk Management and Compliance, Zero Trust Network Access, Data Management, Governance

    Intermediate · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • P

    Packt

    Transformers for Vision AI, Multimodal & Generative AI

    Skills you'll gain: Vision Transformer (ViT), Generative AI, Generative Model Architectures, AI powered creativity, Multimodal Prompts, ChatGPT, Hugging Face, Responsible AI, Generative AI Agents, AI Orchestration, OpenAI, Large Language Modeling, Embeddings, Prompt Engineering, AI Workflows, Computer Vision, Image Analysis, Artificial Intelligence and Machine Learning (AI/ML), Model Training, Model Evaluation

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Master of Science in Electrical and Computer Engineering

    Skills you'll gain: Prompt Engineering, New Product Development, Model Based Systems Engineering, Model Evaluation, Generative AI, Financial Statement Analysis, Sustainable Business, Data Mining, Field-Programmable Gate Array (FPGA), Delegation Skills, Strategic Decision-Making, Real-Time Operating Systems, Object Oriented Design, Sampling (Statistics), Failure Analysis, Data Ethics, Goal Setting, Database Design, Data Visualization, Supervised Learning

    Degree · 1 - 4 Years

    Category: Job ready
    Job ready
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In summary, here are 10 of our most popular applied machine learning courses

  • Responsible AI: Applying AI Principles with Google Cloud: Google Cloud
  • Operations Analytics: University of Pennsylvania
  • Algebra: Elementary to Advanced - Equations & Inequalities: Johns Hopkins University
  • Creative Problem Solving: University of Minnesota
  • Medical Terminology I: Rice University
  • State Estimation and Localization for Self-Driving Cars: University of Toronto
  • Foundations of Data Structures and Algorithms: University of Colorado Boulder
  • SQL for Data Analysis and Business Insights: Coursera
  • Electronic Music Production: Berklee
  • Exam Prep SC-300: Microsoft Identity & Access Administrator: Whizlabs

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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