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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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    Packt

    Advanced Techniques and Interpretability in LLMs

    Skills you'll gain: LLM Application, OpenAI API, ChatGPT, Responsible AI, Retrieval-Augmented Generation, Large Language Modeling, Generative AI, Generative Model Architectures, Fine-tuning, OpenAI, Generative AI Agents, Natural Language Processing, Token Optimization, AI Security, AI Workflows, Embeddings, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Computer Vision

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Rice University

    Engineering Project Management: Initiating and Planning

    Skills you'll gain: Communication Planning, Stakeholder Management, Organizational Structure, Project Documentation, Stakeholder Engagement, Project Management, Engineering Management, Project Management Life Cycle, Project Coordination, Stakeholder Analysis, Project Scoping, Program Evaluation, Stakeholder Communications, Planning, Project Planning, Cost Benefit Analysis, Requirements Management, Project Performance, Financial Analysis, Project Management Institute (PMI) Methodology

    4.7
    Rating, 4.7 out of 5 stars
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    3.5K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    Berklee

    How to Play Guitar

    Skills you'll gain: Music Theory, Music, Musical Composition, Music Performance, Instrumental Music, Performing Arts, Creativity, Coordination, Mental Concentration

    4.8
    Rating, 4.8 out of 5 stars
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    2.6K reviews

    Beginner · Specialization · 3 - 6 Months

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    Packt

    Foundations and Core Concepts of PyTorch

    Skills you'll gain: PyTorch (Machine Learning Library), Model Evaluation, Deep Learning, Model Training, Artificial Intelligence and Machine Learning (AI/ML), Fine-tuning, Machine Learning, Machine Learning Algorithms, Artificial Neural Networks, Artificial Intelligence, Model Optimization, Data Preprocessing, Regression Analysis, Software Installation, System Configuration

    4.5
    Rating, 4.5 out of 5 stars
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    60 reviews

    Intermediate · Course · 1 - 3 Months

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    Universidad Nacional Autónoma de México

    Robótica

    Skills you'll gain: Machine Controls, Electronic Systems, Program Development, Basic Electrical Systems, Telecommunications, Programming Principles

    4.5
    Rating, 4.5 out of 5 stars
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    1.5K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    University of Colorado Boulder

    Data Science Foundations: Statistical Inference

    Skills you'll gain: Probability, Statistical Hypothesis Testing, Statistical Inference, Probability & Statistics, Statistical Methods, Probability Distribution, Statistics, Bayesian Statistics, Statistical Analysis, Sampling (Statistics), Applied Mathematics, Data Ethics, Data Analysis, Correlation Analysis, Data Science, Sample Size Determination, Data Collection

    Build toward a degree

    4.4
    Rating, 4.4 out of 5 stars
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    365 reviews

    Intermediate · Specialization · 3 - 6 Months

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    John Wiley & Sons

    Human Resources Kit For Dummies

    Skills you'll gain: Human Resources, Human Resource Strategy, Human Resources Management and Planning, Talent Acquisition, Human Resource Management, Full Cycle Recruitment, Recruitment Strategies, Workforce Development, Human Resources Information System (HRIS), Compensation Management, People Management, Compensation Strategy, Workforce Planning, Human Resources Software, Benefits Administration, Recruitment, Interviewing Skills, Succession Planning, Talent Management, Human Resource Policies

    Beginner · Specialization · 3 - 6 Months

  • U

    University of Colorado Boulder

    Master of Science in Artificial Intelligence

    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

    Earn a degree

    Degree · 1 - 4 Years

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    G

    Georgia Institute of Technology

    Engineering Systems in Motion: Dynamics of Particles and Bodies in 2D Motion

    Skills you'll gain: Mechanics, Mechanical Engineering, Engineering Analysis, Torque (Physics), Engineering Calculations, Engineering, Systems Engineering, Physics, Calculus, Applied Mathematics, Mathematical Modeling, Integral Calculus, Derivatives

    4.9
    Rating, 4.9 out of 5 stars
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    748 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    EDUCBA

    Master ISO 9000: Analyze, Apply, and Achieve Certification

    Skills you'll gain: ISO 9000 Series, Governance Risk Management and Compliance, Quality Management Systems, Quality Improvement, Audit Planning, Quality Management, Continuous Quality Improvement (CQI), Operational Risk, Risk Control, Continuous Improvement Process, Risk Management, Risk Management Framework, Risk Analysis, Audit Working Papers, Technical Standard, Internal Controls, Compliance Management, Governance, Compliance Auditing, Auditing

    4.4
    Rating, 4.4 out of 5 stars
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    37 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: New
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    Packt

    Blender Interface & Core Tools Essentials

    Skills you'll gain: Workflow Management, 3D Modeling, 3D Assets, Visualization (Computer Graphics), Control Panels, Computer Graphics, File Management, Editing, Data Import/Export, Visual Design, Blended Learning, User Interface (UI)

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    University of Pennsylvania

    Computational Thinking for Problem Solving

    Skills you'll gain: Computational Thinking, Algorithms, Programming Principles, Program Development, Pseudocode, Problem Solving, Analytical Skills, Python Programming, Computer Systems, Data Structures, Computer Hardware, Computer Programming, Object Oriented Programming (OOP), Analysis, Computer Architecture, Debugging

    4.7
    Rating, 4.7 out of 5 stars
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    1.4K reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Advanced Techniques and Interpretability in LLMs: Packt
  • Engineering Project Management: Initiating and Planning: Rice University
  • How to Play Guitar: Berklee
  • Foundations and Core Concepts of PyTorch: Packt
  • Robótica: Universidad Nacional Autónoma de México
  • Data Science Foundations: Statistical Inference: University of Colorado Boulder
  • Human Resources Kit For Dummies: John Wiley & Sons
  • Master of Science in Artificial Intelligence: University of Colorado Boulder
  • Engineering Systems in Motion: Dynamics of Particles and Bodies in 2D Motion: Georgia Institute of Technology
  • Master ISO 9000: Analyze, Apply, and Achieve Certification: EDUCBA

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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