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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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    Starweaver

    Accounting and Financial Modelling Bootcamp

    Skills you'll gain: Financial Statements, Financial Modeling, Business Valuation, Financial Analysis, Financial Statement Analysis, Income Statement, Gross Profit, Microsoft Excel, Accounting, Bookkeeping, Balance Sheet, Investment Management, General Accounting, Business Metrics, Finance, Cash Flows, Strategic Decision-Making, Portfolio Risk, Excel Formulas, Revenue Forecasting

    Beginner · Specialization · 1 - 3 Months

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    Packt

    Complete Linux Training Course to Get Your Dream IT Job

    Skills you'll gain: Linux, Linux Administration, Linux Commands, Linux Servers, Shell Script, Unix, Unix Shell, Systems Administration, Unix Commands, Command-Line Interface, Patch Management, Scripting Languages, Package and Software Management, Virtualization and Virtual Machines, File Systems, File Management, Data Storage, Security Controls, User Accounts, Authorization (Computing)

    4.7
    Rating, 4.7 out of 5 stars
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    11 reviews

    Intermediate · Specialization · 3 - 6 Months

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    University of Colorado Boulder

    Light Emitting Diodes and Semiconductor Lasers

    Skills you'll gain: Semiconductors, Electrical Engineering, Electronics, Electronics Engineering, Hardware Design, Electronic Components, Materials science, Engineering Analysis, Engineering Calculations, Mathematical Modeling, Physics

    Build toward a degree

    3.7
    Rating, 3.7 out of 5 stars
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    52 reviews

    Advanced · Course · 1 - 3 Months

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    EDUCBA

    Technical Analysis: Momentum & Volume Signals

    Skills you'll gain: Technical Analysis, Market Trend, Financial Trading, Trend Analysis, Market Data, Securities Trading, Financial Market, Market Analysis, Market Dynamics, Histogram

    Mixed · Course · 1 - 4 Weeks

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    Packt

    MS-102: Microsoft 365 Administrator

    Skills you'll gain: Azure Active Directory, Data Loss Prevention, Endpoint Security, Microsoft Azure, Cloud Security, Active Directory, Endpoint Detection and Response, Authentications, Multi-Factor Authentication, Data Security, User Provisioning, Security Controls, Threat Management, Role-Based Access Control (RBAC), Data Governance, Threat Detection, User Accounts

    4.4
    Rating, 4.4 out of 5 stars
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    23 reviews

    Intermediate · Course · 1 - 3 Months

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    Packt

    Building Retrieval-Augmented Systems & Knowledge Graphs

    Skills you'll gain: Retrieval-Augmented Generation, LLM Application, LangChain, Artificial Intelligence and Machine Learning (AI/ML), Agentic Workflows, Generative AI Agents, AI Integrations, Artificial Intelligence, Large Language Modeling, Taxonomy, Agentic systems, Scalability, Python Programming, System Design and Implementation, Machine Learning, Graph Theory

    Intermediate · Course · 1 - 4 Weeks

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    LearnKartS

    Master Problem Solving and Critical Thinking

    Skills you'll gain: Critical Thinking and Problem Solving, Problem Solving, Critical Thinking, Creative Thinking, Growth Mindedness, Complex Problem Solving, Creative Problem-Solving, Ideation, Strategic Thinking, Decision Making, Continuous Improvement Process, Analysis, Root Cause Analysis, Data-Driven Decision-Making

    4.7
    Rating, 4.7 out of 5 stars
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    14 reviews

    Beginner · Course · 1 - 4 Weeks

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    Johns Hopkins University

    Advanced Neural Network Techniques

    Skills you'll gain: Autoencoders, Recurrent Neural Networks (RNNs), Deep Learning, Artificial Neural Networks, Reinforcement Learning, Generative AI, Generative Adversarial Networks (GANs), Generative Model Architectures, Unsupervised Learning, Responsible AI, Data Ethics, Markov Model

    4
    Rating, 4 out of 5 stars
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    7 reviews

    Intermediate · Course · 1 - 3 Months

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    Arizona State University

    Selective Laser Sintering and Metal Laser Powder Bed Fusion

    Skills you'll gain: Manufacturing Processes, Process Validation, Production Process, Manufacturing and Production, Laboratory Equipment, Systems Of Measurement, Process Analysis, Process Control, Machine Controls, Materials science, Laboratory Testing

    4.9
    Rating, 4.9 out of 5 stars
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    26 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Selenium WebDriver with Java and Frameworks for all levels

    Skills you'll gain: Ajax, Build Tools, Object Oriented Design, Test Script Development, Web Development Tools, Software Design Patterns, Test Data, Scripting, Test Tools, Data Structures, Package and Software Management, Code Reusability, File I/O, Data Access, Automation, Cascading Style Sheets (CSS)

    4.4
    Rating, 4.4 out of 5 stars
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    11 reviews

    Intermediate · Specialization · 3 - 6 Months

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    John Wiley & Sons

    Artificial Intelligence in Practice for Business

    Skills you'll gain: AI Personalization, AI Enablement, Fraud detection, AI Product Strategy, Artificial Intelligence, Digital Transformation, Artificial Intelligence and Machine Learning (AI/ML), Business Analytics, Business Process Automation, Social Media, Health Technology, Deep Learning, AI literacy, Automation, Machine Learning, Applied Machine Learning, Data-Driven Decision-Making, Computer Vision, Natural Language Processing, Predictive Analytics

    Beginner · Course · 3 - 6 Months

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    University of Pittsburgh

    Advanced Bayesian Methods and Applications

    Skills you'll gain: Bayesian Statistics, Data-Driven Decision-Making, Statistical Modeling, Predictive Analytics, Predictive Modeling, Applied Machine Learning, Markov Model, Statistical Methods, Data Science, Health Informatics, Statistical Inference, Statistical Machine Learning, Statistical Programming, Regression Analysis, Statistical Analysis, Machine Learning, Machine Learning Algorithms, Python Programming, Probability Distribution, Computational Thinking

    Intermediate · Course · 1 - 3 Months

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

  • Accounting and Financial Modelling Bootcamp: Starweaver
  • Complete Linux Training Course to Get Your Dream IT Job: Packt
  • Light Emitting Diodes and Semiconductor Lasers: University of Colorado Boulder
  • Technical Analysis: Momentum & Volume Signals: EDUCBA
  • MS-102: Microsoft 365 Administrator: Packt
  • Building Retrieval-Augmented Systems & Knowledge Graphs: Packt
  • Master Problem Solving and Critical Thinking: LearnKartS
  • Advanced Neural Network Techniques: Johns Hopkins University
  • Selective Laser Sintering and Metal Laser Powder Bed Fusion: Arizona State University
  • Selenium WebDriver with Java and Frameworks for all levels: Packt

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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