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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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    DeepLearning.AI

    Повышение эффективности глубоких нейросетей

    Skills you'll gain: Tensorflow, Model Optimization, Deep Learning, Data Compilation, Model Training, Statistical Analysis, Artificial Neural Networks, Model Evaluation, Performance Tuning, Applied Machine Learning, Machine Learning, Algorithms, Debugging

    Beginner · Course · 1 - 4 Weeks

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    U

    University of Colorado Boulder

    William Shakespeare's Twelfth Night: Comedy, Conflict, and Community

    Skills you'll gain: Performing Arts, Sociology, Interactive Learning, Liberal Arts, Storytelling, Social Sciences, Lecturing, Culture, Community Outreach, Education and Training, Psychology, Investigation, Community and Social Work

    4.7
    Rating, 4.7 out of 5 stars
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    32 reviews

    Beginner · Course · 1 - 3 Months

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    Epic Games

    Fundamentals of Level Design with Unreal Engine

    Skills you'll gain: Game Design, Unreal Engine, Software Design Documents, Video Game Development, Software Documentation, Virtual Environment, Conceptual Design, Experience Design, Layout Design, Wireframing, Interactive Design, Prototyping, Aesthetics

    4.3
    Rating, 4.3 out of 5 stars
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    72 reviews

    Beginner · Course · 1 - 4 Weeks

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    Peking University

    算法设计与分析 Design and Analysis of Algorithms

    Skills you'll gain: Algorithms, Pseudocode, Theoretical Computer Science, Mathematical Modeling, Combinatorics, Computational Thinking, Applied Mathematics, Graph Theory, Mathematical Theory & Analysis, Network Routing, Bioinformatics, Design Strategies, Model Optimization

    4.7
    Rating, 4.7 out of 5 stars
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    53 reviews

    Intermediate · Course · 1 - 3 Months

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    Kennesaw State University

    Career Options: Exploring a New Career

    Skills you'll gain: Business Research, Business Correspondence, Business Writing, Professional Networking, Decision Making, Professional Development, Personal Attributes, Planning, Lifelong Learning, Personal Development, Adaptability, Willingness To Learn, Open Mindset, Cognitive flexibility, AI literacy, Emerging Technologies, Self-Awareness, Goal Setting, Market Trend

    4.1
    Rating, 4.1 out of 5 stars
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    53 reviews

    Beginner · Course · 1 - 3 Months

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    UBITS

    Técnicas para un aprendizaje efectivo

    Skills you'll gain: Human Learning, Learning Strategies, Quick Learning, Learning Theory, Lifelong Learning, Productivity, Scientific Methods

    4.7
    Rating, 4.7 out of 5 stars
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    170 reviews

    Intermediate · Course · 1 - 4 Weeks

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    L&T EduTech

    VLSI Chip Design and Simulation with Electric VLSI EDA Tool

    Skills you'll gain: Electronic Systems, Electronic Hardware, Electronics, Hardware Design, Electronics Engineering, Electrical and Computer Engineering, Microarchitecture, Electrical Engineering, Computer Architecture, Schematic Diagrams, Semiconductors, Electronic Components, Diagram Design, Low Voltage, Simulation and Simulation Software, Computational Logic, Verification And Validation, Software Installation

    4.5
    Rating, 4.5 out of 5 stars
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    44 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Johns Hopkins University

    Computational and Graphical Models in Probability

    Skills you'll gain: Network Analysis, Statistical Modeling, Bayesian Network, Applied Machine Learning, R (Software), R Programming, Social Network Analysis, Statistical Methods, Simulations, Network Model, Statistical Analysis, Probability & Statistics, Statistical Programming, Probability Distribution, Sampling (Statistics), Data Visualization, Machine Learning, Statistical Hypothesis Testing

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Gradient to Production: MLOps & Model Serving

    Skills you'll gain: Model Evaluation, MLOps (Machine Learning Operations), Regression Testing, Kubernetes, Docker (Software), Feature Engineering, Containerization, Software Documentation, Data Pipelines, Git (Version Control System), Apache Airflow, Technical Documentation, Microservices, CI/CD, Unit Testing, API Design, Performance Metric, Python Programming, Version Control, Verification And Validation

    Intermediate · Specialization · 3 - 6 Months

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    EDUCBA

    Analyze Forex Markets & Apply Trading Mechanisms

    Skills you'll gain: International Finance, Investment Banking, Financial Trading, Financial Market, Banking, Market Liquidity, Commercial Banking, Risk Management, Transaction Processing, Bidding, Business Risk Management, Market Dynamics, Economics, Business

    5
    Rating, 5 out of 5 stars
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    17 reviews

    Mixed · Course · 1 - 4 Weeks

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    Splunk Inc.

    Splunk Search Expert 101

    Skills you'll gain: Splunk, Data Visualization, Data Presentation, Data Visualization Software, Dashboard Creation, Dashboard, Ad Hoc Reporting, Business Intelligence, Data Analysis, Big Data, Data Science, Event Monitoring, Query Languages, Incident Response, Business Analysis, Role-Based Access Control (RBAC), Geospatial Mapping

    4.6
    Rating, 4.6 out of 5 stars
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    228 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    Universidad de Palermo

    Cognición, Pensamiento y Lenguaje

    Skills you'll gain: Psychology, Computational Thinking, Systems Thinking, Human Learning, Language Interpretation, Translation, and Studies, Scientific Methods, Science and Research, Decision Intelligence, Research, Grammar, Experimentation, Oral Expression

    4.7
    Rating, 4.7 out of 5 stars
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    219 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Повышение эффективности глубоких нейросетей: DeepLearning.AI
  • William Shakespeare's Twelfth Night: Comedy, Conflict, and Community: University of Colorado Boulder
  • Fundamentals of Level Design with Unreal Engine: Epic Games
  • 算法设计与分析 Design and Analysis of Algorithms: Peking University
  • Career Options: Exploring a New Career: Kennesaw State University
  • Técnicas para un aprendizaje efectivo: UBITS
  • VLSI Chip Design and Simulation with Electric VLSI EDA Tool: L&T EduTech
  • Computational and Graphical Models in Probability: Johns Hopkins University
  • Gradient to Production: MLOps & Model Serving: Coursera
  • Analyze Forex Markets & Apply Trading Mechanisms: EDUCBA

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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