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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

    Starweaver

    Matlab and Simulink Basics

    Skills you'll gain: Matlab, Scientific Visualization, Data Visualization, Simulation and Simulation Software, Plot (Graphics), Mathematical Modeling, Simulations, Data Analysis, Engineering Analysis, Numerical Analysis, Mathematical Software, Programming Principles, Control Systems, Data Structures, Scripting, Computer Programming, Algorithms

    4.1
    Rating, 4.1 out of 5 stars
    ·
    56 reviews

    Beginner · Course · 1 - 4 Weeks

  • S

    Simplilearn

    LLM Fine-Tuning and Customization Training

    Skills you'll gain: Fine-tuning, LLM Application, LangChain, Model Optimization, Responsible AI, Large Language Modeling, Model Deployment, OpenAI, Data Preprocessing, Model Training, Model Evaluation, Reinforcement Learning

    3.5
    Rating, 3.5 out of 5 stars
    ·
    6 reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    AI Strategy for Business Leaders with ChatGPT, ML & DL

    Skills you'll gain: AI Integrations, AI Product Strategy, Business Leadership, Digital Transformation, Strategic Leadership, Business Strategy, Google Cloud Platform, Technology Strategies, Artificial Intelligence, Responsible AI, Culture Transformation, Return On Investment, ChatGPT, Case Studies, Generative AI, Data-Driven Decision-Making, Emerging Technologies, Automation, Risk Management, Machine Learning

    Intermediate · Course · 1 - 3 Months

  • E

    EDUCBA

    Advanced Penetration Testing with Kali Linux

    Skills you'll gain: Penetration Testing, Vulnerability Scanning, Vulnerability Assessments, Cyber Security Assessment, Exploitation techniques, Malware Protection, Security Testing, Mobile Security, Test Script Development, Scripting, Android (Operating System), Human Factors (Security), Scripting Languages, Authentications, Network Analysis, Automation, Virtual Networking, Virtual Environment

    4.8
    Rating, 4.8 out of 5 stars
    ·
    14 reviews

    Mixed · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Apply API Testing Fundamentals Using Postman

    Skills you'll gain: CI/CD, Verification And Validation, Software Testing, Restful API, Development Testing, Code Reusability

    4.9
    Rating, 4.9 out of 5 stars
    ·
    8 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of California, Irvine

    Identifying the Right Role for Yourself

    Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Machine Learning, Data Science, Data Analysis, Data Literacy, Data Architecture, AI literacy, Analytical Skills, Business Analysis, Cloud Engineering

    4.3
    Rating, 4.3 out of 5 stars
    ·
    8 reviews

    Beginner · Course · 1 - 4 Weeks

  • R

    Rice University

    Physics of Waves and Optics

    Skills you'll gain: Physics, Mechanics, electromagnetics, Vibrations, Materials science, Applied Mathematics, Physical Science, Mathematical Modeling, Advanced Mathematics, Calculus, Differential Equations, Trigonometry, Linear Algebra, Integral Calculus, Problem Solving

    4.7
    Rating, 4.7 out of 5 stars
    ·
    21 reviews

    Intermediate · Specialization · 1 - 3 Months

  • C

    Coursera

    Accounting Operations & Automation

    Skills you'll gain: Cash Flow Forecasting, Variance Analysis, Bookkeeping, Reconciliation, QuickBooks (Accounting Software), Invoicing, Cash Flows, Financial Analysis, Auditing, Process Optimization, Document Management, Microsoft Excel, Data Transformation, Financial Reporting, Compliance Reporting, Compliance Management, AI Enablement, Automation, Data Validation, Process Engineering

    3.5
    Rating, 3.5 out of 5 stars
    ·
    22 reviews

    Intermediate · Specialization · 3 - 6 Months

  • F

    Fundação Lemann

    Fundamentos do Google para o Ensino

    Skills you'll gain: Collaborative Software, Google Workspace, Education Software and Technology, Digital pedagogy, Learning Management Systems, Gmail, Educational Materials, Collaboration, Document Management, Data Sharing, Content Management Systems, Cloud Storage, Spreadsheet Software

    4.7
    Rating, 4.7 out of 5 stars
    ·
    225 reviews

    Mixed · Course · 1 - 3 Months

  • U

    University of Pittsburgh

    Statistics and Calculus Methods for Data Analysis

    Skills you'll gain: Statistical Analysis, Statistical Methods, Statistical Modeling, Predictive Modeling, Data Analysis, Statistics, Integral Calculus, Probability & Statistics, Data Science, Probability Distribution, Calculus, Mathematics and Mathematical Modeling, Applied Mathematics, Derivatives, Probability, Mathematical Modeling, Machine Learning, Algorithms

    Build toward a degree

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Deploy a BigQuery ML Customer Churn Classifier to Vertex AI for Online Predictions

    Skills you'll gain: Model Evaluation, Model Training, Google Cloud Platform, Model Optimization, Model Deployment, Data Preprocessing, MLOps (Machine Learning Operations), Predictive Modeling, Google Analytics, Applied Machine Learning, Cloud Deployment, Cloud Storage, Machine Learning, Data Management

    Intermediate · Project · Less Than 2 Hours

  • S

    Sungkyunkwan University

    Recommender Systems

    Skills you'll gain: Scalability, Deep Learning, Data Processing, Machine Learning, Machine Learning Algorithms, Algorithms

    Intermediate · Course · 1 - 4 Weeks

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

  • Matlab and Simulink Basics : Starweaver
  • LLM Fine-Tuning and Customization Training: Simplilearn
  • AI Strategy for Business Leaders with ChatGPT, ML & DL: Packt
  • Advanced Penetration Testing with Kali Linux: EDUCBA
  • Apply API Testing Fundamentals Using Postman: EDUCBA
  • Identifying the Right Role for Yourself: University of California, Irvine
  • Physics of Waves and Optics: Rice University
  • Accounting Operations & Automation: Coursera
  • Fundamentos do Google para o Ensino: Fundação Lemann
  • Statistics and Calculus Methods for Data Analysis: University of Pittsburgh

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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