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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

    Online Course Creation Teach an Online Course

    Skills you'll gain: Course Development, Public Speaking, Verbal Communication Skills, Constructive Feedback, Education and Training, Teaching, Train The Trainer, Classroom Management, Educational Materials, Instructional Design, Communication, Executive Presence, Communication Strategies, Digital pedagogy, Content Creation, Virtual Environment, Information Architecture, Learning Strategies, Overcoming Obstacles, Digital Transformation

    Beginner · Course · 1 - 3 Months

    Category: New
    New
  • T

    The Museum of Modern Art

    Art & Activity: Interactive Strategies for Engaging with Art

    Skills you'll gain: Design Thinking, Creative Thinking, Instructional Strategies, Creative Problem-Solving, Learning Strategies, Liberal Arts, Analytical Skills, Self-Awareness, Writing

    4.8 stars, 1.3K reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (1.3K) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Illinois Urbana-Champaign

    Innovation: From Creativity to Entrepreneurship

    Skills you'll gain: Entrepreneurship, Strategic Decision-Making, Innovation, Creativity, Team Management, Creative Problem-Solving, Ideation, Technology Strategies, Creative Thinking, Business Modeling, Engineering Management, Strategic Thinking, Collaboration, People Management, Business Planning, Team Collaboration, Decision Making, Strategic Planning, New Product Development, New Business Development

    4.8 stars, 3.8K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (3.8K) · Beginner · Specialization · 3 - 6 Months

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

    KodeKloud

    Generative AI: OpenAI API and Prompt Engineering

    Skills you'll gain: Prompt Engineering, Large Language Modeling, Generative AI, Data Ethics, Prompt Patterns, Generative Model Architectures, Artificial Intelligence, Multimodal Prompts, AI Workflows, AI Integrations, Reinforcement Learning, Machine Learning Methods, Natural Language Processing, Critical Thinking and Problem Solving, Systems Thinking

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    EDUCBA

    Apply Natural Language Processing Techniques in Python

    Skills you'll gain: Data Transformation, Unstructured Data, Feature Engineering, Predictive Analytics, Applied Machine Learning, Machine Learning

    Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • I

    IBM

    Introduction to Agile Development and Scrum

    Skills you'll gain: User Story, Agile Software Development, Scrum (Software Development), Agile Methodology, Kanban Principles, Backlogs, Sprint Retrospectives, Agile Project Management, Agile Product Development, Workflow Management, Sprint Planning, Team Oriented, Team Building, Team Management, Team Performance Management, Lean Methodologies, Performance Metric, Meeting Facilitation, Performance Measurement

    4.8 stars, 2.8K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (2.8K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    IBM

    IBM AI-Native Data Engineering

    Skills you'll gain: MLOps (Machine Learning Operations), Model Training, Data Pipelines, Feature Engineering, Data Governance, Extract, Transform, Load, Enterprise Architecture, Solution Architecture, Dataflow, AI Security, Test Data, Model Evaluation, AI Workflows, AI Enablement, Data Processing, Data Quality, Operational Databases, Data Store, Software Documentation, Dependency Analysis

    Intermediate · Professional Certificate · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • L

    L&T EduTech

    Integration of Distributed Energy Resources in MicroGrid

    Skills you'll gain: Electrical Power, Energy and Utilities, Electric Power Systems, Electrical Systems, Sustainable Technologies, Sustainable Development, Sustainable Design, Basic Electrical Systems, Time Series Analysis and Forecasting, Simulation and Simulation Software, Sustainable Systems, Electrical Engineering, Simulations, Matlab, Mathematical Modeling, Predictive Modeling, Control Systems, Statistical Machine Learning

    Intermediate · Course · 1 - 4 Weeks

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

    University of North Texas

    Math Prep: College & Work Ready

    Skills you'll gain: Arithmetic, Graphing, Geometry, Statistics, Algebra, Descriptive Statistics, General Mathematics, Applied Mathematics, Statistical Visualization

    4.5 stars, 328 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (328) · Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Detecting COVID-19 with Chest X-Ray using PyTorch

    Skills you'll gain: PyTorch (Machine Learning Library), Model Training, Convolutional Neural Networks, Transfer Learning, Image Analysis, Predictive Modeling, Deep Learning, Radiology, Medical Imaging, Computer Vision, Machine Learning, Data Preprocessing, Data Transformation

    4.5 stars, 340 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.5 (340) · Intermediate · Guided Project · Less Than 2 Hours

  • U

    University of Pennsylvania

    Calculus: Single Variable Part 1 - Functions

    Skills you'll gain: Calculus, Mathematical Theory & Analysis, Algebra, Advanced Mathematics, Applied Mathematics, Derivatives

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

    ★ 4.7 (2.4K) · Mixed · Course · 1 - 4 Weeks

    Category: Free
    Free
  • U

    University of Michigan

    Finding Purpose and Meaning In Life: Living for What Matters Most

    Skills you'll gain: Goal Setting, Personal Development, Self-Awareness, Goal-Oriented, Behavioral Health, Habit Formation, Action Oriented, Human Development, Liberal Arts, Prioritization, Decision Making

    4.8 stars, 3K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (3K) · Beginner · Course · 1 - 4 Weeks

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

  • Online Course Creation Teach an Online Course: Packt
  • Art & Activity: Interactive Strategies for Engaging with Art: The Museum of Modern Art
  • Innovation: From Creativity to Entrepreneurship: University of Illinois Urbana-Champaign
  • Generative AI: OpenAI API and Prompt Engineering: KodeKloud
  • Apply Natural Language Processing Techniques in Python: EDUCBA
  • Introduction to Agile Development and Scrum: IBM
  • IBM AI-Native Data Engineering: IBM
  • Integration of Distributed Energy Resources in MicroGrid: L&T EduTech
  • Math Prep: College & Work Ready: University of North Texas
  • Detecting COVID-19 with Chest X-Ray using PyTorch: 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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