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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


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    Board Infinity

    Forecasting for Marketers: Mastering Google Analytics

    Skills you'll gain: Marketing Budgets, Stakeholder Engagement, Data-Driven Decision-Making, Marketing Effectiveness, Marketing Planning, Analytics, Data Presentation, Predictive Modeling, Trend Analysis, Presentations, Dashboard, Performance Reporting, Data Quality

    Beginner · Course · 1 - 4 Weeks

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    AI CERTs

    AI for Human Resources

    Skills you'll gain: HR Tech, Responsible AI, Human Resources, People Analytics, Data Ethics, Applicant Tracking Systems, AI Enablement, Employee Performance Management, Recruitment, Talent Recruitment, Workforce Development, Artificial Intelligence, Employee Engagement, Diversity and Inclusion, Generative AI, Generative AI Agents

    Beginner · Course · 1 - 3 Months

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    Coursera

    Secure Mobile AI Models Against Attacks

    Skills you'll gain: AI Security, Mobile Security, Model Deployment, Mobile Development, Continuous Monitoring, Application Security, Threat Modeling, Apple iOS, Security Requirements Analysis, System Monitoring, Encryption, Threat Management, Security Management, Information Privacy, Program Implementation

    Intermediate · Course · 1 - 4 Weeks

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    Niel Asher Education

    Sports Nutrition Principles for Performance and Recovery

    Skills you'll gain: Sports Medicine, Nutrition and Diet, Nutrition Care Plans, Nutritional Assessment, Athletic Training, Nutrition Education, Meal Planning And Preparation, Needs Assessment, Physical Therapy, Manual Therapy

    Intermediate · Course · 1 - 3 Months

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    University of Washington

    Programming Languages, Part A

    Skills you'll gain: Software Installation, Programming Principles, Other Programming Languages, Functional Design, Computer Programming, Ruby (Programming Language), Theoretical Computer Science, Software Design, Computational Thinking

    4.9
    Rating, 4.9 out of 5 stars
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    1.9K reviews

    Intermediate · Course · 1 - 3 Months

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    Packt

    AI & LLM Engineering Mastery - GenAI, RAG Complete Guide

    Skills you'll gain: Retrieval-Augmented Generation, OpenAI API, AI Workflows, Generative Model Architectures, Model Deployment, Hugging Face, Programming Principles, Computer Programming, Transfer Learning, Application Deployment, Context Management, Embeddings, User Interface (UI), Model Evaluation, Vector Databases, Debugging, Software Installation

    Intermediate · Specialization · 3 - 6 Months

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    Universidade de São Paulo

    Introdução à Ciência da Computação com Python Parte 1

    Skills you'll gain: Debugging, Computational Thinking, Data Structures, Computer Programming, Program Development, Integrated Development Environments, Computer Science, Python Programming, Algorithms

    4.9
    Rating, 4.9 out of 5 stars
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    7.5K reviews

    Beginner · Course · 1 - 3 Months

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    Creo Incubator

    Entrepreneurship: Scaling & GTM Growth Strategy

    Skills you'll gain: Go To Market Strategy, Competitive Analysis, Growth Strategies, Product Development, Market Opportunities, User Experience, Market Analysis, Sales Strategy, Brand Strategy, Marketing Strategies, Product Marketing, Entrepreneurship, Business Strategy, Product Management, Market Research, Key Performance Indicators (KPIs)

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Evaluate & Optimize LLM Performance

    Skills you'll gain: Statistical Hypothesis Testing, Data-Driven Decision-Making, LLM Application, Performance Metric, Statistical Analysis, Test Script Development, Large Language Modeling, Business Metrics, Model Evaluation, Prompt Engineering, Natural Language Processing

    Intermediate · Course · 1 - 4 Weeks

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    Logical Operations

    Intro to Python: Conditionals, Loops, and Functions

    Skills you'll gain: Object Oriented Programming (OOP), Programming Principles, Computer Programming, Python Programming, Scripting, Scripting Languages, Software Development

    Mixed · Course · 1 - 4 Weeks

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    IESE Business School

    Accounting: Principles of Financial Accounting

    Skills you'll gain: Financial Statements, Financial Statement Analysis, Income Statement, Accounting, Cash Flows, Balance Sheet, Accrual Accounting, Financial Accounting, Financial Reporting, Microsoft Excel, Financial Analysis, Cash Management

    4.8
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    3.3K reviews

    Beginner · Course · 1 - 4 Weeks

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    Universidad de los Andes

    Contenido de las matemáticas de primaria

    Skills you'll gain: Mathematics Education, Arithmetic, Applied Mathematics, Geometry, Systems Of Measurement, Graphing

    4.9
    Rating, 4.9 out of 5 stars
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    1.6K reviews

    Beginner · Course · 1 - 3 Months

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

  • Forecasting for Marketers: Mastering Google Analytics: Board Infinity
  • AI for Human Resources: AI CERTs
  • Secure Mobile AI Models Against Attacks: Coursera
  • Sports Nutrition Principles for Performance and Recovery: Niel Asher Education
  • Programming Languages, Part A: University of Washington
  • AI & LLM Engineering Mastery - GenAI, RAG Complete Guide: Packt
  • Introdução à Ciência da Computação com Python Parte 1: Universidade de São Paulo
  • Entrepreneurship: Scaling & GTM Growth Strategy : Creo Incubator
  • Evaluate & Optimize LLM Performance: Coursera
  • Intro to Python: Conditionals, Loops, and Functions: Logical Operations

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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