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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


  • P

    Pearson

    Human Resources

    Skills you'll gain: Human Resources, Human Resources Management and Planning, Human Resource Management, Human Resource Strategy, Performance Appraisal, Employee Training, Human Resource Policies, Management Training And Development, Workforce Development, Recruitment, Diversity and Inclusion, People Management, Talent Recruitment, Training Programs, Staff Management, Learning Styles, Diversity Awareness, Full Cycle Recruitment, Performance Review, Employee Performance Management

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • P

    Packt

    Agentic AI Foundations: Architectures & Adaptation Strategy

    Skills you'll gain: Generative AI Agents, Agentic systems, LLM Application, Agentic Workflows, Generative Model Architectures, Large Language Modeling, Generative AI, LangChain, AI Orchestration, Retrieval-Augmented Generation, Tool Calling, Process Design, Prompt Engineering, Artificial Intelligence and Machine Learning (AI/ML), Model Deployment, Context Engineering, Data Architecture, AI Security, Fine-tuning, Data Science

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of California San Diego

    Biology Meets Programming: Bioinformatics for Beginners

    Skills you'll gain: Bioinformatics, Programming Principles, Molecular, Cellular, and Microbiology, Python Programming, Computational Thinking, Biology, Program Development

    4.2 stars, 1.6K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.2 (1.6K) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • P

    Packt

    Getting Started with Azure Networking Services

    Skills you'll gain: Microsoft Azure, Terraform, Virtual Networking, Network Administration, Network Architecture, Infrastructure as Code (IaC), Network Security, Network Infrastructure, Computer Networking, Network Planning And Design, Azure DevOps, Load Balancing, Virtual Private Networks (VPN), Firewall, Cloud Infrastructure, Cloud Computing Architecture, Enterprise Architecture, Network Routing, Cloud Deployment, Networking Hardware

    Intermediate · Course · 3 - 6 Months

    Category: New
    New
  • P

    Packt

    Blender for Beginners Part 1

    Skills you'll gain: 3D Modeling, Animations, 3D Assets, Workflow Management, Animation and Game Design, Visualization (Computer Graphics), Control Panels, Computer Graphics, File Management, Computer Graphic Techniques, Graphical Tools, Editing, Digital Design, Model Optimization, Data Import/Export, Simulations, Video Game Development, Visual Design, User Interface (UI), Blended Learning

    Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • C

    Coursera

    Data Science Coding Challenge: Loan Default Prediction

    Skills you'll gain: Predictive Modeling, Applied Machine Learning, Model Evaluation, Jupyter, Predictive Analytics, Model Training, Lending and Underwriting, Python Programming, Data Science, Machine Learning Methods, Model Optimization, Data Preprocessing, Machine Learning, Data Analysis

    4.7 stars, 114 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.7 (114) · Intermediate · Guided Project · Less Than 2 Hours

  • B

    Board Infinity

    Build an AI-Powered Document Summarizer & Q&A System

    Skills you'll gain: Retrieval-Augmented Generation, Prompt Engineering, Token Optimization, Embeddings, Generative Model Architectures, Generative AI, LLM Application, Model Deployment, Data Processing, Text Mining, Model Evaluation, Unstructured Data, Large Language Modeling, Model Training, Data Preprocessing, Vector Databases, API Design, Metadata Management, Docker (Software), Python Programming

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • P

    Pontificia Universidad Católica de Chile

    Introducción a la Minería de Datos

    Skills you'll gain: Classification Algorithms, Exploratory Data Analysis, Data Mining, Data Analysis, Machine Learning Algorithms, Model Evaluation, Data Manipulation, Data Management, Data Science, Unsupervised Learning, Supervised Learning, Algorithms, Transaction Processing

    4.6 stars, 1.3K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (1.3K) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • M

    Microsoft

    Microsoft Project Management: Build Job-Ready Skills

    Skills you'll gain: Stakeholder Management, Communication Planning, Virtual Teams, Team Management, Team Leadership, Plan Execution, Scheduling, Conflict Management, Project Schedules, Project Management Life Cycle, Project Management, Teamwork, Project Management Office (PMO), Stakeholder Analysis, Risk Mitigation, Agile Product Development, Risk Management, Communication, Planning, Budgeting

    4.6 stars, 816 reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.6 (816) · Beginner · Professional Certificate · 3 - 6 Months

    Category: Job skills
    Job skills
    Status: Free trial
    Free trial
  • E

    EDUCBA

    Python for Data Science: Real Projects & Analytics

    Skills you'll gain: NumPy, Descriptive Statistics, Model Evaluation, Feature Engineering, Probability & Statistics, Supervised Learning, Statistical Hypothesis Testing, Exploratory Data Analysis, Box Plots, Regression Analysis, Statistics, Predictive Modeling, Time Series Analysis and Forecasting, Data Science, Statistical Programming, Histogram, Statistical Analysis, Database Application, Database Software, Python Programming

    4.6 stars, 39 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (39) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • P

    Packt

    AB-900 Certification: Microsoft 365 Copilot & Agent Admin

    Skills you'll gain: Microsoft 365, Microsoft Copilot, Azure Active Directory, Microsoft Teams, Collaborative Software, Identity and Access Management, Zero Trust Network Access, Microsoft Azure, Responsible AI, Data Governance, Administration, Compliance Management, Microsoft Office, Governance Risk Management and Compliance, Security Management, Information Management, Multi-Factor Authentication, Role-Based Access Control (RBAC), Artificial Intelligence, Governance

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • B

    Berklee

    Music Education for Teachers

    Skills you'll gain: Music Theory, Musical Composition, Music, Developing Training Materials, Instrumental Music, Peer Review, Education Software and Technology, Music Performance, Teaching, Classroom Management, Performing Arts, Storytelling, Digital pedagogy, Cultural Responsiveness, Post-Production, Media Production, Active Listening, Writing, Creativity, Empowerment

    4.8 stars, 3K reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.8 (3K) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular applied machine learning courses

  • Human Resources: Pearson
  • Agentic AI Foundations: Architectures & Adaptation Strategy: Packt
  • Biology Meets Programming: Bioinformatics for Beginners: University of California San Diego
  • Getting Started with Azure Networking Services: Packt
  • Blender for Beginners Part 1: Packt
  • Data Science Coding Challenge: Loan Default Prediction: Coursera
  • Build an AI-Powered Document Summarizer & Q&A System: Board Infinity
  • Introducción a la Minería de Datos: Pontificia Universidad Católica de Chile
  • Microsoft Project Management: Build Job-Ready Skills: Microsoft
  • Python for Data Science: Real Projects & Analytics: 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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