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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


  • E

    EDUCBA

    Ethical Hacking with Metasploit, SQL & Crypto

    Skills you'll gain: Exploit development, Metasploit, Exploitation techniques, Penetration Testing, Database Management, Cryptography, Security Testing, Data Import/Export, Encryption, Brute-force attacks, Vulnerability Assessments, Cybersecurity, SQL, Command-Line Interface

    4.8
    Rating, 4.8 out of 5 stars
    ·
    20 reviews

    Mixed · Course · 1 - 4 Weeks

  • T

    The University of Sydney

    Introduction to Advanced Calculus

    Skills you'll gain: Advanced Mathematics, Integral Calculus, Calculus, Mathematical Theory & Analysis, Differential Equations, Applied Mathematics, Trigonometry, Mathematical Modeling, Linear Algebra, Physics, Numerical Analysis, Derivatives

    4.7
    Rating, 4.7 out of 5 stars
    ·
    33 reviews

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Databricks ML in Action

    Skills you'll gain: Model Deployment, Databricks, MLOps (Machine Learning Operations), Feature Engineering, Apache Spark, Model Training, Data Preprocessing, Applied Machine Learning, Data Lakes, Extract, Transform, Load, AI Workflows, Hugging Face, Data Pipelines, PySpark, Vector Databases, Application Deployment, Artificial Intelligence and Machine Learning (AI/ML), Data Architecture, Machine Learning, Artificial Intelligence

    Intermediate · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Optical Efficiency and Resolution

    Skills you'll gain: Electrical Engineering, electromagnetics, Image Quality, Engineering Calculations, System Requirements, Simulation and Simulation Software, Design Software, Systems Design, System Design and Implementation, Graphical Tools, Applied Mathematics, Physics, Spatial Analysis

    Build toward a degree

    4.2
    Rating, 4.2 out of 5 stars
    ·
    64 reviews

    Advanced · Course · 1 - 3 Months

  • J

    Johns Hopkins University

    The Mathematics of Democracy, Politics and Manipulation

    Skills you'll gain: Political Sciences, Policy Analysis, Social Justice, Economics, Policy, and Social Studies, Public Affairs, Social Sciences, Public Policies, Game Theory, Demography, Mathematical Modeling, Decision Intelligence, General Mathematics, Diversity Awareness, Logical Reasoning, Applied Mathematics

    4.7
    Rating, 4.7 out of 5 stars
    ·
    27 reviews

    Mixed · Course · 1 - 3 Months

  • T

    The Chinese University of Hong Kong

    中國人文經典導讀

    Skills you'll gain: Language Interpretation, Translation, and Studies, Liberal Arts, Language Learning, Language Competency, Literacy

    4.9
    Rating, 4.9 out of 5 stars
    ·
    44 reviews

    Mixed · Course · 1 - 3 Months

  • S

    Scrimba

    Intro to Claude AI

    Skills you'll gain: Anthropic Claude, Prompt Engineering, LLM Application, Generative AI, Large Language Modeling, Multimodal Prompts, Cloud API, AI literacy, Artificial Intelligence, Responsible AI, Application Programming Interface (API), Cloud Deployment

    4.3
    Rating, 4.3 out of 5 stars
    ·
    33 reviews

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Introduction to Image Generation

    Skills you'll gain: Generative AI, Model Deployment, Generative Model Architectures, Cloud Deployment, Model Training

    4.5
    Rating, 4.5 out of 5 stars
    ·
    196 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    Universidad Nacional Autónoma de México

    Inteligencia artificial: proyecto final

    Skills you'll gain: Program Development, Artificial Intelligence, Software Development, Applied Machine Learning, AI literacy, Technical Writing

    4.8
    Rating, 4.8 out of 5 stars
    ·
    8 reviews

    Intermediate · Course · 1 - 4 Weeks

  • D

    Dartmouth College

    The Engineering of Structures Around Us

    Skills you'll gain: Structural Analysis, Structural Engineering, Building Design, Vibrations, Architectural Engineering, Civil Engineering, Engineering, Engineering Calculations, Construction, Architecture and Construction, SketchUp (3D Modeling Software), Mechanics, Engineering Analysis, Materials science, Mathematical Modeling, Prototyping, Failure Analysis, Engineering Design Process, Design, 3D Modeling

    4.8
    Rating, 4.8 out of 5 stars
    ·
    180 reviews

    Beginner · Specialization · 3 - 6 Months

  • S

    SkillsBooster Academy

    AI for Content Creation

    Skills you'll gain: Prompt Engineering, Presentations, AI powered creativity, Marketing Automation, Generative AI, Content Creation, Generative AI Agents, Marketing Design, Brand Management, Brand Strategy, Multimedia, Strategic Marketing, Data Visualization, Brand Awareness, Visual Design, Interactive Data Visualization, Artificial Intelligence and Machine Learning (AI/ML), Video Editing, Persona Development, Responsible AI

    4.6
    Rating, 4.6 out of 5 stars
    ·
    24 reviews

    Beginner · Specialization · 3 - 6 Months

  • S

    Simplilearn

    LLM Application Engineering and Development Certification

    Skills you'll gain: LangChain, LLM Application, Large Language Modeling, AI Workflows, Retrieval-Augmented Generation, Embeddings, Generative AI, Tool Calling, Fine-tuning, Prompt Engineering, PyTorch (Machine Learning Library), Tensorflow, Semantic Web, Natural Language Processing, Artificial Intelligence, Application Development, Analytical Skills, Application Programming Interface (API), Supervised Learning, Computer Programming Tools

    3.2
    Rating, 3.2 out of 5 stars
    ·
    19 reviews

    Beginner · Specialization · 1 - 3 Months

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

  • Ethical Hacking with Metasploit, SQL & Crypto: EDUCBA
  • Introduction to Advanced Calculus: The University of Sydney
  • Databricks ML in Action: Packt
  • Optical Efficiency and Resolution: University of Colorado Boulder
  • The Mathematics of Democracy, Politics and Manipulation: Johns Hopkins University
  • 中國人文經典導讀: The Chinese University of Hong Kong
  • Intro to Claude AI: Scrimba
  • Introduction to Image Generation: Google Cloud
  • Inteligencia artificial: proyecto final: Universidad Nacional Autónoma de México
  • The Engineering of Structures Around Us: Dartmouth College

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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