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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


  • M

    Microsoft

    Data Manipulation and Transactions in SQL Server

    Skills you'll gain: Transaction Processing, Database Management, Microsoft SQL Servers, SQL, Data Manipulation, Data Integrity, Data Access, Generative AI, Performance Tuning

    4.4
    Rating, 4.4 out of 5 stars
    ·
    40 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Introduction to Python Fundamentals

    Skills you'll gain: Programming Principles, Computer Programming, Data Manipulation, Python Programming, Scripting Languages, Scripting, Data Structures, Data Science

    4.8
    Rating, 4.8 out of 5 stars
    ·
    229 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Product Cost and Investment Cash Flow Analysis

    Skills you'll gain: Cost Estimation, Financial Modeling, Project Estimation, Investment Management, Risk Management, Finance, Spreadsheet Software, Financial Planning, Financial Analysis, Cost Accounting, Business Mathematics, Return On Investment, Cash Flows, Product Management

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
    ·
    98 reviews

    Beginner · Course · 1 - 3 Months

  • I

    Indian Institute for Human Settlements

    Shaping Urban Futures

    Skills you'll gain: Innovation, Sustainable Development, Environmental Issue, Social Sciences, Policy Analysis, Climate Change Adaptation, Socioeconomics, Systems Thinking, Emerging Technologies, Technology Strategies, Research

    4.6
    Rating, 4.6 out of 5 stars
    ·
    57 reviews

    Intermediate · Course · 1 - 3 Months

  • E

    Edureka

    Mastering Power BI for Data Analytics & Storytelling

    Skills you'll gain: Relational Databases, Data Visualization, Data Modeling, Cloud Security, Databases, Database Management, Data Analysis Expressions (DAX), Advanced Analytics, Data Management, Data Governance, Data Preprocessing, Microsoft Excel, Amazon Web Services, Data Integration, Data Security, Cost Control, Cloud Computing, Spreadsheet Software, Excel Formulas, Predictive Modeling

    4.5
    Rating, 4.5 out of 5 stars
    ·
    37 reviews

    Intermediate · Specialization · 3 - 6 Months

  • G

    Goldman Sachs

    Fundamentals of Customers and Competition, with Goldman Sachs 10,000 Women

    Skills you'll gain: Competitive Analysis, Value Propositions, Growth Strategies, Business Strategies, Consumer Behaviour, Target Market, Customer Insights, Market Research, Price Negotiation, Market Analysis

    4.8
    Rating, 4.8 out of 5 stars
    ·
    341 reviews

    Mixed · Course · 1 - 4 Weeks

  • U

    Universidad Austral

    Aprendiendo a aprender para jóvenes

    Skills you'll gain: Learning Strategies, Willingness To Learn, Time Management, Prioritization, Mental Concentration, Productivity, Cognitive flexibility, Creativity, Growth Mindedness, Overcoming Obstacles, Self-Awareness, Exercise Science

    4.9
    Rating, 4.9 out of 5 stars
    ·
    477 reviews

    Mixed · Course · 1 - 4 Weeks

  • S

    Scrimba

    Retrieval-Augmented Generation (RAG) with Embeddings & Vector Databases

    Skills you'll gain: Retrieval-Augmented Generation, Vector Databases, Embeddings, Prompt Engineering, Development Environment, Large Language Modeling, Text Mining, Databases, OpenAI, Semantic Web, Artificial Intelligence

    4.7
    Rating, 4.7 out of 5 stars
    ·
    57 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    How to Develop Standard Operating Procedures (SOPs)

    Skills you'll gain: Standard Operating Procedure, Operational Efficiency, Lean Methodologies, Quality Assurance, Procedure Development, Operations Management, Safety Standards, Occupational Safety And Health, Process Management, Process Optimization, Workforce Management, Continuous Improvement Process, Risk Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    40 reviews

    Beginner · Course · 1 - 4 Weeks

  • I

    Infosec

    Advanced Python - Reconnaissance

    Skills you'll gain: MITRE ATT&CK Framework, Penetration Testing, Brute-force attacks, Cyber Operations, Scripting, Cybersecurity, Vulnerability Assessments, Python Programming, Network Analysis, Automation

    4.4
    Rating, 4.4 out of 5 stars
    ·
    55 reviews

    Mixed · Course · 1 - 4 Weeks

  • U

    University of Michigan

    Impacting the Opioid Crisis: Prevention, Education, and Practice for Non-Prescribing Providers

    Skills you'll gain: Epidemiology, Pharmacology

    4.8
    Rating, 4.8 out of 5 stars
    ·
    51 reviews

    Beginner · Course · 1 - 3 Months

  • É

    École Polytechnique Fédérale de Lausanne

    Mécanique Lagrangienne

    Skills you'll gain: Mechanics, Vibrations, Engineering Analysis, Advanced Mathematics, Physics, Engineering Calculations, Differential Equations, Linear Algebra, Calculus, Mathematical Modeling, Applied Mathematics, Experimentation

    4.6
    Rating, 4.6 out of 5 stars
    ·
    38 reviews

    Mixed · Course · 1 - 3 Months

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

  • Data Manipulation and Transactions in SQL Server: Microsoft
  • Introduction to Python Fundamentals: University of Colorado Boulder
  • Product Cost and Investment Cash Flow Analysis : University of Colorado Boulder
  • Shaping Urban Futures: Indian Institute for Human Settlements
  • Mastering Power BI for Data Analytics & Storytelling: Edureka
  • Fundamentals of Customers and Competition, with Goldman Sachs 10,000 Women: Goldman Sachs
  • Aprendiendo a aprender para jóvenes: Universidad Austral
  • Retrieval-Augmented Generation (RAG) with Embeddings & Vector Databases: Scrimba
  • How to Develop Standard Operating Procedures (SOPs): Coursera
  • Advanced Python - Reconnaissance: Infosec

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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