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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

    Packt

    PyTorch Ultimate 2024 - From Basics to Cutting-Edge

    Skills you'll gain: PyTorch (Machine Learning Library), Recurrent Neural Networks (RNNs), Model Evaluation, Convolutional Neural Networks, Natural Language Processing, Deep Learning, Generative Adversarial Networks (GANs), Classification Algorithms, Transfer Learning, Applied Machine Learning, Vision Transformer (ViT), Image Analysis, Machine Learning, Computer Vision, Artificial Neural Networks, Artificial Intelligence, Unsupervised Learning, Python Programming, Embeddings, Data Preprocessing

    4.5
    Rating, 4.5 out of 5 stars
    ·
    80 reviews

    Intermediate · Specialization · 3 - 6 Months

  • J

    Johns Hopkins University

    Algebra: Elementary to Advanced - Equations & Inequalities

    Skills you'll gain: Algebra, Arithmetic, Mathematical Modeling, Applied Mathematics, Graphing, Probability & Statistics

    4.8
    Rating, 4.8 out of 5 stars
    ·
    643 reviews

    Beginner · Course · 1 - 3 Months

  • U

    University of Pennsylvania

    Fundamentals of Finance

    Skills you'll gain: Portfolio Management, Equities, Corporate Finance, Return On Investment, Financial Analysis, Portfolio Risk, Financial Management, Business Valuation, Financial Market, Investments, Cash Flows, Business Mathematics

    4
    Rating, 4 out of 5 stars
    ·
    1.1K reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Build & Transform Data Pipelines

    Skills you'll gain: Data Pipelines, Apache Airflow, Data Integration, Cloud Deployment, Extract, Transform, Load, Cloud Computing, Data Processing, Data Cleansing, Data Warehousing, Maintainability

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Toronto

    The Arts and Science of Relationships: Understanding Human Needs

    Skills you'll gain: Relationship Building, Social Skills, Active Listening, Interpersonal Communications, Communication, Empathy, Self-Awareness, Emotional Intelligence, Needs Assessment, Assertiveness, Psychology, Cultural Diversity

    4.5
    Rating, 4.5 out of 5 stars
    ·
    1.8K reviews

    Beginner · Course · 1 - 3 Months

  • M

    Microsoft

    Microsoft Fabric: Data Governance, Security, and Analytics

    Skills you'll gain: Microsoft Azure, Data Governance, Real Time Data, Data Lakes, Microsoft SQL Servers, Compliance Management, Metadata Management, Data Architecture, Data Security, Power BI, Operational Databases, System Monitoring, Identity and Access Management, Event-Driven Programming

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Budgeting: Analyze & Control Costs

    Skills you'll gain: Budget Management, Budgeting, Cost Control, Variance Analysis, Operating Budget, Cost Accounting, Cost Estimation, Expense Management, Microsoft Excel, Microsoft Copilot, Financial Planning, Prompt Engineering, Data Storytelling, ChatGPT, Root Cause Analysis

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Career Development for Accounting Assistant with AI Skills

    Skills you'll gain: Accounts Payable and Receivable, Payroll Processing, Cash Management, Reconciliation, Accounting Software, Accounting, QuickBooks (Accounting Software), Productivity Software, Interviewing Skills, Professional Networking, Strategic Communication, Portfolio Management, AI Enablement, Microsoft Excel, Record Keeping

    Beginner · Course · 1 - 4 Weeks

  • T

    The University of Sydney

    Innovation Through Design: Think, Make, Break, Repeat

    4.7
    Rating, 4.7 out of 5 stars
    ·
    2.3K reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Evaluate, Create, and Analyze App Security

    Skills you'll gain: Threat Modeling, Security Testing, Secure Coding, Vulnerability Scanning, Penetration Testing, Vulnerability Management, Dependency Analysis, Threat Management, Application Security, Cyber Security Assessment, Security Requirements Analysis, DevSecOps, Security Strategy, Code Review, Risk Management Framework, Program Development

    Intermediate · Course · 1 - 4 Weeks

  • E

    Edureka

    Cybersecurity and Network Defense Fundamentals

    Skills you'll gain: Cyber Threat Intelligence, MITRE ATT&CK Framework, Hardening, Cyber Threat Hunting, Operating System Administration, Threat Modeling, Exploitation techniques, Linux Commands, Intrusion Detection and Prevention, Cyber Operations, Linux, Cybersecurity, Cyber Security Strategy, Network Security, Network Monitoring, Operating Systems, Cyber Attacks, Cyber Engineering, Network Administration, Security Awareness

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Apply SCD2 to Build Dynamic Data Models

    Skills you'll gain: Data Warehousing, Data Modeling, Trend Analysis, Business Intelligence, Scalability, Audit Planning, Data Integrity, Database Design, Data Management, Data Quality, Data Pipelines, SQL

    Beginner · Course · 1 - 4 Weeks

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

  • PyTorch Ultimate 2024 - From Basics to Cutting-Edge: Packt
  • Algebra: Elementary to Advanced - Equations & Inequalities: Johns Hopkins University
  • Fundamentals of Finance: University of Pennsylvania
  • Build & Transform Data Pipelines: Coursera
  • The Arts and Science of Relationships: Understanding Human Needs: University of Toronto
  • Microsoft Fabric: Data Governance, Security, and Analytics: Microsoft
  • Budgeting: Analyze & Control Costs: Coursera
  • Career Development for Accounting Assistant with AI Skills: Coursera
  • Innovation Through Design: Think, Make, Break, Repeat: The University of Sydney
  • Evaluate, Create, and Analyze App Security: Coursera

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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