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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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    Stanford University

    Social and Economic Networks: Models and Analysis

    Skills you'll gain: Social Network Analysis, Network Analysis, Sociology, Socioeconomics, Economics, Policy, and Social Studies, Game Theory, Mathematical Modeling, Statistical Modeling, Markov Model, Bayesian Statistics, Probability, Simulations

    4.8
    Rating, 4.8 out of 5 stars
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    759 reviews

    Advanced · Course · 1 - 3 Months

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    Google

    The Power of Statistics

    Skills you'll gain: Sampling (Statistics), Statistical Hypothesis Testing, Descriptive Statistics, Advanced Analytics, Data Analysis, Probability Distribution, Statistics, Probability, A/B Testing, Statistical Analysis, Data Science, Statistical Inference, Statistical Programming, Jupyter, Python Programming, Technical Communication

    4.8
    Rating, 4.8 out of 5 stars
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    869 reviews

    Advanced · Course · 1 - 3 Months

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    Snowflake

    Snowflake Data Engineering

    Skills you'll gain: Data Engineering, Data Pipelines, Database Management, Data Manipulation, Databases, Data Transformation, Extract, Transform, Load, Data Warehousing, Change Control, DevOps, Cloud Development, SQL, Data Integration, CI/CD, Application Development, Artificial Intelligence and Machine Learning (AI/ML), Role-Based Access Control (RBAC), Software Development Tools, Stored Procedure, Data Analysis

    4.8
    Rating, 4.8 out of 5 stars
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    312 reviews

    Beginner · Professional Certificate · 1 - 3 Months

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    Google Cloud

    Introduction to Generative AI - Español

    Skills you'll gain: Generative AI, Generative Model Architectures, Prompt Engineering Tools, Deep Learning, Machine Learning

    4.6
    Rating, 4.6 out of 5 stars
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    324 reviews

    Beginner · Course · 1 - 4 Weeks

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    University of Colorado Boulder

    Introduction to FPGA Design for Embedded Systems

    Skills you'll gain: Field-Programmable Gate Array (FPGA), Hardware Design, Electronic Systems, Embedded Systems, Electronics Engineering, Application Specific Integrated Circuits, Electrical and Computer Engineering, Schematic Diagrams, Technical Design, System Design and Implementation, Hardware Architecture, Computer Hardware, Programmable Logic Controllers, Design Software, Verification And Validation, Simulation and Simulation Software, Digital Design

    4.6
    Rating, 4.6 out of 5 stars
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    1.2K reviews

    Intermediate · Course · 1 - 4 Weeks

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    Arizona State University

    Python: A Guided Journey from Introduction to Application

    Skills you'll gain: Supervised Learning, Unsupervised Learning, Matplotlib, File I/O, Generative Adversarial Networks (GANs), NumPy, Object Oriented Programming (OOP), Deep Learning, Image Analysis, Plot (Graphics), Machine Learning Algorithms, Object Oriented Design, Applied Machine Learning, Integrated Development Environments, Pandas (Python Package), Python Programming, Machine Learning, Event-Driven Programming, Programming Principles, Computer Programming

    4
    Rating, 4 out of 5 stars
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    74 reviews

    Beginner · Specialization · 3 - 6 Months

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    IBM

    Penetration Testing, Threat Hunting, and Cryptography

    Skills you'll gain: Cyber Threat Intelligence, Penetration Testing, Cyber Threat Hunting, Digital Forensics, Incident Response, Threat Detection, Computer Security Incident Management, Cryptography, Cybersecurity, Application Security, Encryption, Vulnerability Scanning, Intrusion Detection and Prevention, Vulnerability Assessments, Network Security, Exploitation techniques, Scripting, Security Controls, Firewall, Python Programming

    4.6
    Rating, 4.6 out of 5 stars
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    2.5K reviews

    Intermediate · Course · 1 - 3 Months

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    University of Minnesota

    Managing Employee Compensation

    Skills you'll gain: Compensation Management, Compensation Strategy, Compensation and Benefits, Payroll, Benefits Administration, Human Resource Strategy, Labor Compliance, Workers Compensation, Employee Retention, Employee Performance Management, Payroll Tax, Employee Engagement

    4.7
    Rating, 4.7 out of 5 stars
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    1.9K reviews

    Mixed · Course · 1 - 4 Weeks

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    Birla Institute of Technology & Science, Pilani

    Mathematics for Engineering

    Skills you'll gain: Integral Calculus, Engineering Calculations, Data Analysis, Probability & Statistics, Engineering Analysis, Computational Logic, Statistical Analysis, Linear Algebra, Logical Reasoning, Deductive Reasoning, Mathematical Modeling, Trigonometry, Bayesian Statistics, Statistical Modeling, Advanced Mathematics, Statistical Inference, Mathematical Theory & Analysis, Theoretical Computer Science, Descriptive Analytics, Applied Mathematics

    4.6
    Rating, 4.6 out of 5 stars
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    191 reviews

    Beginner · Specialization · 3 - 6 Months

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    Deep Teaching Solutions

    Uncommon Sense Teaching

    Skills you'll gain: Instructional Strategies, Teaching, Education and Training, Learning Strategies, Pedagogy, Classroom Management, Lecturing, Learning Theory, Differentiated Instruction, Student Engagement, Human Learning, Stress First Aid, Time Management, Mental Concentration, Student-Centred Learning, Adaptability

    4.9
    Rating, 4.9 out of 5 stars
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    663 reviews

    Beginner · Course · 1 - 4 Weeks

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    Google

    Automating Real-World Tasks with Python

    Skills you'll gain: Web Services, Application Programming Interface (API), JSON, Restful API, Python Programming, Image Analysis, Data Import/Export, Scripting, Integration Testing, Automation

    4.8
    Rating, 4.8 out of 5 stars
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    2.9K reviews

    Beginner · Course · 1 - 3 Months

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    Korea Advanced Institute of Science and Technology(KAIST)

    AI Materials

    Skills you'll gain: AI Enablement, Artificial Intelligence, Materials science, Artificial Neural Networks, Image Analysis, Computer Vision, Manufacturing Processes, Machine Learning, Process Control

    4.7
    Rating, 4.7 out of 5 stars
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    50 reviews

    Beginner · Course · 1 - 3 Months

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

  • Social and Economic Networks: Models and Analysis: Stanford University
  • The Power of Statistics: Google
  • Snowflake Data Engineering: Snowflake
  • Introduction to Generative AI - Español: Google Cloud
  • Introduction to FPGA Design for Embedded Systems: University of Colorado Boulder
  • Python: A Guided Journey from Introduction to Application: Arizona State University
  • Penetration Testing, Threat Hunting, and Cryptography: IBM
  • Managing Employee Compensation: University of Minnesota
  • Mathematics for Engineering: Birla Institute of Technology & Science, Pilani
  • Uncommon Sense Teaching: Deep Teaching Solutions

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)

Other topics to explore

Arts and Humanities
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425 courses
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471 courses
Math and Logic
70 courses
Personal Development
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