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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


  • A

    Amazon Web Services

    Essentials of Prompt Engineering

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Responsible AI

    4.6 stars, 1K reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.6 (1K) · Mixed · Course · 1 - 4 Weeks

    Category: Free
    Free
  • I

    Imperial College London

    Logistic Regression in R for Public Health

    Skills you'll gain: Logistic Regression, Descriptive Statistics, Exploratory Data Analysis, Regression Analysis, Model Evaluation, Statistical Methods, R Programming, Statistical Modeling, Predictive Modeling, Statistical Analysis, Biostatistics, Statistical Software, Predictive Analytics, Probability & Statistics, R (Software), Public Health, Data Preprocessing

    4.8 stars, 368 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (368) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • T

    Tecnológico de Monterrey

    Física: Vectores, Trabajo y Energía

    Skills you'll gain: Calculus, Integral Calculus, Mechanics, Applied Mathematics, Linear Algebra, Physics, Geometry, Mathematical Modeling, Graphing, Trigonometry, Algebra

    4.2 stars, 183 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.2 (183) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • G

    Google

    Google Data Analysis with Python

    Skills you'll gain: Pandas (Python Package), NumPy, Data Manipulation, Code Reusability, Data Preprocessing, Data Wrangling, Package and Software Management, Data Analysis, Data Processing, Data Integration, JSON, Object Oriented Programming (OOP), Data Science, Data Structures, Python Programming, Exploratory Data Analysis, Programming Principles, Data Import/Export, Data Storage, Computational Logic

    4.8 stars, 187 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (187) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Pixels, Waveforms & Words: Engineering Multimodal AI Systems

    Skills you'll gain: Model Optimization, Image Analysis, Transfer Learning, Risking, Fine-tuning, Multimodal Prompts, Model Evaluation, Technical Documentation, Data Preprocessing, Debugging, Computer Vision, PyTorch (Machine Learning Library), Feature Engineering, Tensorflow, Model Training, Embeddings, Systems Design, Ethical Standards And Conduct, Root Cause Analysis, Deep Learning

    Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    EDUCBA

    Operations and Lean Management

    Skills you'll gain: Lean Manufacturing, Lean Six Sigma, Lean Methodologies, Operational Excellence, Process Mapping, Process Improvement and Optimization, Data-Driven Decision-Making, Process Optimization, Workflow Management, Process Analysis, Stakeholder Management, Six Sigma Methodology, Operational Efficiency, Process Improvement, Business Process Improvement, Business Workflow Analysis, Productivity, Kaizen Methodology, Continuous Improvement Process, Root Cause Analysis

    Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    EDUCBA

    DP-900 Azure Data Fundamentals

    Skills you'll gain: Relational Databases, Power BI, Microsoft Azure, Database Management, NoSQL, Dashboard, Cloud Deployment, Dashboard Creation, Data Integration, Data Visualization, Data Visualization Software, SQL, Database Management Systems, Data Storage, Data Modeling, Cloud Storage, Extract, Transform, Load, Data Processing, Infrastructure As A Service (IaaS), Platform As A Service (PaaS)

    4.7 stars, 27 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (27) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Western Australia

    Gender Equality

    Skills you'll gain: Diversity Awareness, Workplace inclusivity, Diversity Equity and Inclusion Initiatives, Social Justice, Cultural Diversity, Disabilities, Health Equity, Law, Regulation, and Compliance, Advocacy, Policy Analysis, Research, and Development, Discussion Facilitation

    4.6 stars, 222 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (222) · Beginner · Course · 1 - 4 Weeks

  • U

    University of Michigan

    Extended Reality for Everybody

    Skills you'll gain: Augmented and Virtual Reality (AR/VR), Augmented Reality, Storyboarding, Virtual Reality, Unreal Engine, Interactive Design, Usability Testing, Design Thinking, 3D Assets, Virtual Environment, User Experience, Experience Design, Prototyping, Unity Engine, User Experience Design, Interaction Design, Visual Storytelling, Design, Disabilities, Emerging Technologies

    4.7 stars, 604 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.7 (604) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • D

    DeepLearning.AI

    신경망 및 딥 러닝

    Skills you'll gain: Deep Learning, Artificial Neural Networks, Convolutional Neural Networks, Supervised Learning, Applied Machine Learning, Model Optimization, Machine Learning Methods, Artificial Intelligence, Computer Vision, Recurrent Neural Networks (RNNs), Model Training, Network Architecture, NumPy, Performance Tuning

    5 stars, 6 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 5 (6) · Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • J

    Johns Hopkins University

    Introduction to AI: Key Concepts and Applications

    Skills you'll gain: Model Evaluation, Decision Intelligence, AI Product Strategy, Performance Metric, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Performance Measurement, AI literacy, Strategic Leadership, Responsible AI, Machine Learning Algorithms, Data Quality, Machine Learning Methods, AI Workflows, Model Deployment, Data Ethics, Machine Learning, Algorithms, Classification Algorithms, Data Validation

    4.8 stars, 25 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.8 (25) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of Michigan

    Programación para todos (Introducción a Python)

    Skills you'll gain: Programming Principles, Software Installation, Code Reusability, Python Programming, Computer Programming, Program Development, Computational Thinking, Computational Logic, Memory Management, System Configuration

    4.8 stars, 288 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.8 (288) · Mixed · Course · 1 - 3 Months

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

  • Essentials of Prompt Engineering: Amazon Web Services
  • Logistic Regression in R for Public Health: Imperial College London
  • Física: Vectores, Trabajo y Energía: Tecnológico de Monterrey
  • Google Data Analysis with Python: Google
  • Pixels, Waveforms & Words: Engineering Multimodal AI Systems: Coursera
  • Operations and Lean Management: EDUCBA
  • DP-900 Azure Data Fundamentals: EDUCBA
  • Gender Equality: University of Western Australia
  • Extended Reality for Everybody: University of Michigan
  • 신경망 및 딥 러닝: DeepLearning.AI

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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