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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: Free Trial
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    Corporate Finance Institute

    Classification - Fundamentals & Practical Applications

    Skills you'll gain: Classification Algorithms, Model Evaluation, Machine Learning Algorithms, Logistic Regression, Predictive Modeling, Applied Machine Learning, Machine Learning Methods, Supervised Learning, Data Modeling, Analytics, Analysis, Data Analysis, Business Metrics, Feature Engineering, Advanced Analytics, Machine Learning, Scikit Learn (Machine Learning Library), Performance Metric, Data Visualization, Exploratory Data Analysis

    4.3
    Rating, 4.3 out of 5 stars
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    6 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
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    Howard University

    Fundamental Linear Algebra Concepts with Python

    Skills you'll gain: Linear Algebra, NumPy, Applied Mathematics, Algebra, Python Programming, Data Manipulation

    4.5
    Rating, 4.5 out of 5 stars
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    18 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Real Madrid Graduate School Universidad Europea

    IA en el Deporte: El Enfoque de un Club

    Skills you'll gain: Artificial Intelligence, Performance Analysis, Automation, Augmented and Virtual Reality (AR/VR), Technology Strategies, Personalized Service, Innovation, Internet Of Things, Machine Learning, Digital Transformation, Deep Learning, Analytical Skills, Predictive Analytics, Big Data, Health Technology, Ethical Standards And Conduct, Data Analysis, Natural Language Processing, Data Security, User Experience

    4.8
    Rating, 4.8 out of 5 stars
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    6 reviews

    Beginner · Specialization · 3 - 6 Months

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    Coursera

    Generative AI with Vertex AI: Build a customer chatbot

    Skills you'll gain: Cloud API, Google Cloud Platform, Text Mining, Application Programming Interface (API), LLM Application, Generative AI, Natural Language Processing, Jupyter, Python Programming, Classification Algorithms

    4.1
    Rating, 4.1 out of 5 stars
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    7 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
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    University of Colorado Boulder

    Robotic Mapping and Trajectory Generation

    Skills you'll gain: Robotics, Data Mapping, Real-Time Operating Systems, Simulations, Linear Algebra, Python Programming, Algorithms, Computer Programming

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
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    13 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
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    Starweaver

    Introduction to Engineering Design

    Skills you'll gain: Computer-Aided Design, Engineering Design Process, Product Engineering, Mechanical Design, Engineering, Simulation and Simulation Software, Conceptual Design, Sustainable Design, Creativity, Problem Solving, Prototyping, Innovation, Analytical Skills, Automation, Artificial Intelligence and Machine Learning (AI/ML), Emerging Technologies

    4.9
    Rating, 4.9 out of 5 stars
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    12 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Codio

    Getting Started with Generative AI API

    Skills you'll gain: OpenAI API, Prompt Engineering, Large Language Modeling, ChatGPT, OpenAI, Generative AI, Application Performance Management, Image Analysis, Application Programming Interface (API), LLM Application, Multimodal Prompts, Animations, File Management, Graphics Software, Embeddings, Classification Algorithms, Computer Graphics, Application Development, Python Programming, Computer Science

    3.9
    Rating, 3.9 out of 5 stars
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    34 reviews

    Beginner · Specialization · 1 - 3 Months

  • P

    Packt

    Salesforce Certified AI Associate Certification

    Skills you'll gain: Salesforce Development, Salesforce, Visualforce, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), AI Personalization, Data Quality, Customer Relationship Management (CRM) Software, Predictive Analytics, Email Automation, Data Management, ChatGPT, Data Capture, Generative AI, Business Ethics

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Coursera

    GenAI for Project Managers: Scaling with GenAI

    Skills you'll gain: Innovation, Project Management, AI Product Strategy, Responsible AI, Generative AI, Project Coordination, Cost Reduction, Project Planning, Resource Allocation, Process Improvement, Risk Management, Predictive Analytics

    4.5
    Rating, 4.5 out of 5 stars
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    10 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    National Taiwan University

    東亞儒家:人文精神一(East Asian Confucianisms: Humanism (1))

    Skills you'll gain: Personal Development, Self-Awareness, Liberal Arts, Culture, Intercultural Competence, Social Studies, Human Learning, Cultural Diversity, Environmental Issue, Compassion, Ancient History, Higher Education

    4.9
    Rating, 4.9 out of 5 stars
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    49 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    A

    Arizona State University

    Assessing Achievement with the ELL in Mind

    Skills you'll gain: Instructional and Curriculum Design, Instructional Strategies, Differentiated Instruction, English Language, Student Engagement, Language Learning, Cultural Sensitivity

    4.5
    Rating, 4.5 out of 5 stars
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    92 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    Complete Linux Training Course to Get Your Dream IT Job

    Skills you'll gain: Linux, Linux Administration, Linux Commands, Linux Servers, Shell Script, Unix, Unix Shell, Systems Administration, Unix Commands, Command-Line Interface, Patch Management, Scripting Languages, Package and Software Management, Virtualization and Virtual Machines, File Systems, File Management, Data Storage, Security Controls, User Accounts, Authorization (Computing)

    4.7
    Rating, 4.7 out of 5 stars
    ·
    10 reviews

    Intermediate · Specialization · 3 - 6 Months

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

  • Classification - Fundamentals & Practical Applications: Corporate Finance Institute
  • Fundamental Linear Algebra Concepts with Python: Howard University
  • IA en el Deporte: El Enfoque de un Club: Real Madrid Graduate School Universidad Europea
  • Generative AI with Vertex AI: Build a customer chatbot: Coursera
  • Robotic Mapping and Trajectory Generation: University of Colorado Boulder
  • Introduction to Engineering Design : Starweaver
  • Getting Started with Generative AI API: Codio
  • Salesforce Certified AI Associate Certification: Packt
  • GenAI for Project Managers: Scaling with GenAI: Coursera
  • 東亞儒家:人文精神一(East Asian Confucianisms: Humanism (1)): National Taiwan University

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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