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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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    EDUCBA

    3ds Max Interior Design: Model, Arrange & Refine

    Skills you'll gain: 3D Modeling, Autodesk, 3D Assets, Visualization (Computer Graphics), Computer Graphic Techniques, Simulations

    Mixed · Course · 1 - 4 Weeks

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    EDUCBA

    NumPy & Pandas: Analyze & Manage Retail Data

    Skills you'll gain: Data Import/Export, NumPy, Pandas (Python Package), Pivot Tables And Charts, Business Reporting, Data Manipulation, Analytics, Data Processing, Management Reporting, Data Wrangling, Business Analytics, Data Cleansing, Data Analysis, Data Transformation, Statistical Analysis, Data Management, Descriptive Statistics, Linear Algebra

    Mixed · Course · 1 - 4 Weeks

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    University of Colorado Boulder

    Reclaim Your Attention: Values-Aligned Media Consumption

    Skills you'll gain: Self-Motivation, Emotional Intelligence, Growth Mindedness, Mental Concentration, Personal Development, Compassion, Goal Setting, Empowerment, Health And Wellness Coaching, Self-Awareness, Self-Discipline, Decision Making, Critical Thinking, Mindfulness, Stress Management, Resilience, Creativity, Cognitive flexibility, Adaptability, Productivity

    Beginner · Course · 1 - 4 Weeks

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    Politecnico di Milano

    Technologies and platforms for Artificial Intelligence

    Skills you'll gain: Artificial Intelligence, Cloud Platforms, Deep Learning, Hardware Architecture, Information Technology, Internet Of Things, Cloud Computing, Embedded Systems, Emerging Technologies, Data Centers

    4.8
    Rating, 4.8 out of 5 stars
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    85 reviews

    Beginner · Course · 1 - 4 Weeks

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    Intel

    AI Essentials

    Skills you'll gain: Artificial Intelligence, AI Product Strategy, Generative AI, Responsible AI, Machine Learning, Business Research, B2B Sales

    4.4
    Rating, 4.4 out of 5 stars
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    717 reviews

    Beginner · Course · 1 - 4 Weeks

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    University of Colorado Boulder

    Battery State-of-Charge (SOC) Estimation

    Skills you'll gain: Probability, Estimation, Electrical Systems, Mathematical Modeling, Applied Mathematics, Simulation and Simulation Software, Anomaly Detection, Performance Tuning, Control Systems, Energy and Utilities

    4.7
    Rating, 4.7 out of 5 stars
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    254 reviews

    Intermediate · Course · 1 - 3 Months

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    EDHEC Business School

    Introduction to Portfolio Construction and Analysis with Python

    Skills you'll gain: Investment Management, Portfolio Management, Asset Management, Risk Analysis, Financial Modeling, Risk Management, Financial Analysis, NumPy, Probability Distribution, Python Programming, Simulations, Pandas (Python Package), Matplotlib, Data Manipulation

    4.8
    Rating, 4.8 out of 5 stars
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    1.5K reviews

    Mixed · Course · 1 - 4 Weeks

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    LearnKartS

    AI Marketing Mastery

    Skills you'll gain: Google Gemini, Marketing Automation, ChatGPT, Marketing, Generative AI, Content Marketing, Business Marketing, Content Creation, Digital Content, Prompt Engineering, Branding, Social Media, Google Ads, Search Engine Optimization, Digital Assets, Digital Advertising, Productivity, Facebook, Sales Pipelines, Web Development

    Beginner · Specialization · 3 - 6 Months

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    Johns Hopkins University

    Honors Algebra 2: Series, Trigonometry, and Probability

    Skills you'll gain: Trigonometry, Probability, Data Analysis, Algebra, Probability Distribution, Descriptive Statistics, Mathematical Modeling, Graphing, Statistics, Geometry, Arithmetic

    Beginner · Course · 1 - 4 Weeks

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    University of Glasgow

    Diversity and Inclusion in Education

    Skills you'll gain: Diversity Awareness, Pedagogy, Differentiated Instruction, Special Education, Disabilities, Cultural Diversity, Instructional Strategies, Diversity Equity and Inclusion Initiatives, Higher Education, Curriculum Development, Student-Centred Learning, Student Engagement

    4.8
    Rating, 4.8 out of 5 stars
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    385 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Korea Advanced Institute of Science and Technology(KAIST)

    Math for AI Beginner Part 2 : Vector Calulus

    Skills you'll gain: Integral Calculus, Applied Mathematics, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Calculus, Mathematics and Mathematical Modeling, Mathematical Modeling, Advanced Mathematics, Machine Learning

    Beginner · Course · 1 - 3 Months

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    AI CERTs

    Blockchain for Leaders

    Skills you'll gain: Blockchain, Business Leadership, Strategic Leadership, FinTech, Leadership, Supply Chain Management, Emerging Technologies, Leadership and Management, Business, Legal Risk, Business Planning, Regulatory Compliance, Health Technology, Digital Assets, Distributed Computing, Cloud Computing, Cryptography, Cloud Computing Architecture, Artificial Intelligence, Computer Engineering

    Intermediate · Course · 3 - 6 Months

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

  • 3ds Max Interior Design: Model, Arrange & Refine: EDUCBA
  • NumPy & Pandas: Analyze & Manage Retail Data: EDUCBA
  • Reclaim Your Attention: Values-Aligned Media Consumption: University of Colorado Boulder
  • Technologies and platforms for Artificial Intelligence: Politecnico di Milano
  • AI Essentials : Intel
  • Battery State-of-Charge (SOC) Estimation: University of Colorado Boulder
  • Introduction to Portfolio Construction and Analysis with Python: EDHEC Business School
  • AI Marketing Mastery: LearnKartS
  • Honors Algebra 2: Series, Trigonometry, and Probability: Johns Hopkins University
  • Diversity and Inclusion in Education: University of Glasgow

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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