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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


  • S

    SkillUp

    Product Owner: Communications & Stakeholder Management

    Skills you'll gain: Backlogs, Stakeholder Communications, Virtual Teams, Stakeholder Management, Agile Project Management, Stakeholder Engagement, Agile Software Development, Agile Product Development, Agile Methodology, Communication, Communication Strategies, Collaborative Software, Cross-Functional Collaboration, Cross-Functional Team Leadership, Negotiation, Conflict Management, Product Management, Product Requirements, User Story, Team Oriented

    4.8
    Rating, 4.8 out of 5 stars
    ·
    17 reviews

    Beginner · Course · 1 - 4 Weeks

  • I

    Infosec

    Management

    Skills you'll gain: Security Management, Cyber Governance, IT Management, Cybersecurity, Cyber Security Strategy, Security Strategy, Key Performance Indicators (KPIs), Leadership and Management, Internal Communications, Leadership, Performance Metric, Program Management, Communication, Stakeholder Communications

    4.7
    Rating, 4.7 out of 5 stars
    ·
    49 reviews

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Üretken Yapay Zekaya Giriş

    Skills you'll gain: Generative AI, Google Gemini, AI literacy, Supervised Learning

    5
    Rating, 5 out of 5 stars
    ·
    7 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    Universidad Autónoma Metropolitana

    Geometría Analítica Preuniversitaria

    Skills you'll gain: Graphing, Geometry, General Mathematics, Algebra, Applied Mathematics

    4.2
    Rating, 4.2 out of 5 stars
    ·
    15 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Codio

    Data Science and Analysis Tools - from Jupyter to R Markdown

    Skills you'll gain: Rmarkdown, Plot (Graphics), Box Plots, Descriptive Statistics, Scatter Plots, Histogram, Scientific Visualization, Jupyter, Matplotlib, Statistical Visualization, Data Manipulation, R (Software), Statistical Hypothesis Testing, Regression Analysis, Correlation Analysis, Data Visualization, Statistical Methods, Data Analysis, R Programming, Python Programming

    3.9
    Rating, 3.9 out of 5 stars
    ·
    25 reviews

    Beginner · Specialization · 3 - 6 Months

  • U

    University of Michigan

    Series Orientation: Transforming Education

    Skills you'll gain: Student-Centred Learning, Instructional Strategies, Education and Training, Community Development, Instructional Design, Diversity Equity and Inclusion Initiatives, Collaboration, Time Management

    4.8
    Rating, 4.8 out of 5 stars
    ·
    35 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Learn to Choose the Right ML Model

    Skills you'll gain: Model Training, Model Deployment, MLOps (Machine Learning Operations), Applied Machine Learning, Model Evaluation, Scikit Learn (Machine Learning Library), Machine Learning Methods, Machine Learning, Predictive Modeling, Scenario Testing, Machine Learning Algorithms, Feature Engineering, Statistical Machine Learning, Responsible AI, Regression Analysis, Classification Algorithms, Continuous Monitoring

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    AI Engineer Professional

    Skills you'll gain: MLOps (Machine Learning Operations), Convolutional Neural Networks, Recurrent Neural Networks (RNNs), Fine-tuning, Containerization, Model Optimization, AI Workflows, Model Evaluation, Model Deployment, Generative AI Agents, LangGraph, Keras (Neural Network Library), Agentic Workflows, Transfer Learning, Artificial Intelligence and Machine Learning (AI/ML), CrewAI, Image Analysis, Large Language Modeling, Natural Language Processing, Python Programming

    Advanced · Specialization · 1 - 3 Months

  • A

    AI Business School

    AI agents and creator tools for finance professionals

    Skills you'll gain: Agentic Workflows, Agentic systems, AI Workflows, No-Code Development, Generative AI Agents, AI Enablement, Digital Transformation, Business Process Automation, Business Technologies, Automation, Artificial Intelligence, Finance, Application Development

    5
    Rating, 5 out of 5 stars
    ·
    12 reviews

    Intermediate · Course · 1 - 4 Weeks

  • T

    The State University of New York

    Food and Wine Pairing

    4.9
    Rating, 4.9 out of 5 stars
    ·
    10 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Curtis Institute of Music

    Exploring Beethoven's Piano Sonatas Part 4

    Skills you'll gain: Music Performance, Instrumental Music, Music History, Classical Music, Performing Arts, Music, Music Theory, Musical Composition

    4.9
    Rating, 4.9 out of 5 stars
    ·
    66 reviews

    Intermediate · Course · 1 - 3 Months

  • P

    Pearson

    Quick Start Guide to Large Language Models (LLMs): Unit 1

    Skills you'll gain: Prompt Engineering, Large Language Modeling, LLM Application, Retrieval-Augmented Generation, ChatGPT, Natural Language Processing, Generative AI Agents, Generative AI, Generative Model Architectures, Deep Learning

    Intermediate · Course · 1 - 4 Weeks

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

  • Product Owner: Communications & Stakeholder Management : SkillUp
  • Management: Infosec
  • Üretken Yapay Zekaya GiriÅŸ: Google Cloud
  • Geometría Analítica Preuniversitaria: Universidad Autónoma Metropolitana
  • Data Science and Analysis Tools - from Jupyter to R Markdown: Codio
  • Series Orientation: Transforming Education: University of Michigan
  • Learn to Choose the Right ML Model: Coursera
  • AI Engineer Professional: Packt
  • AI agents and creator tools for finance professionals: AI Business School
  • Food and Wine Pairing: The State University of New York

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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