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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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    Koç University

    Çok değişkenli Fonksiyon I: Kavramlar / Multivariable Calculus I: Concepts

    Skills you'll gain: Integral Calculus, Calculus, Geometry, Applied Mathematics, Linear Algebra, Differential Equations, Advanced Mathematics, Mathematical Theory & Analysis, Derivatives, Graphing, Systems Of Measurement

    4.5
    Rating, 4.5 out of 5 stars
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    30 reviews

    Mixed · Course · 1 - 3 Months

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    U

    Universidad Austral

    Introducción al Aprendizaje Profundo

    Skills you'll gain: Supervised Learning, Deep Learning, Machine Learning Methods, Artificial Neural Networks, Applied Machine Learning, Model Optimization, Logistic Regression, Classification Algorithms, Model Training, Regression Analysis

    4.3
    Rating, 4.3 out of 5 stars
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    7 reviews

    Beginner · Course · 1 - 4 Weeks

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    DeepLearning.AI

    Сверточные нейронные сети

    Skills you'll gain: Convolutional Neural Networks, Image Analysis, Computer Vision, Deep Learning, Artificial Neural Networks, Applied Machine Learning, Transfer Learning, Network Architecture, Model Training, Classification Algorithms

    Intermediate · Course · 1 - 4 Weeks

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    Tel Aviv University

    The History of Modern Israel - Part II: Challenges of Israel as a sovereign state

    Skills you'll gain: Cultural Diversity, Social Studies, Diversity Awareness, Social Justice, Social Sciences, International Relations, World History, Socioeconomics, Culture, Political Sciences, Sociology, Diplomacy, Public History, Demography, Public Affairs, Economics

    4.8
    Rating, 4.8 out of 5 stars
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    343 reviews

    Beginner · Course · 1 - 3 Months

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    E

    EDUCBA

    R: Design & Evaluate Random Forests for Attrition

    Skills you'll gain: Model Evaluation, Data Preprocessing, Model Optimization, People Analytics, Model Training, Random Forest Algorithm, R Programming, Workforce Management, Predictive Analytics, Decision Tree Learning, R (Software), Classification Algorithms

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    EDUCBA

    Apply PostgreSQL for Data Analysis and Database Design

    Skills you'll gain: PostgreSQL, Relational Databases, Database Design, Database Development, Database Management, SQL, Database Management Systems, Data Integrity, Query Languages, Business Intelligence, People Analytics, Analytics, Data Analysis, Transaction Processing, Data Manipulation, Data Validation, Software Installation

    Beginner · Specialization · 1 - 3 Months

  • Status: New
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    EDUCBA

    Financial Reporting, IFRS & Strategic Decisions

    Skills you'll gain: International Financial Reporting Standards, Market Dynamics, Environmental Social And Corporate Governance (ESG), Ethical Standards And Conduct, Governance, Business Ethics, Financial Reporting, Cost Benefit Analysis, Cost Accounting, Consolidation, Intercompany Accounting, Corporate Accounting, Technical Accounting, Corporate Sustainability, Financial Data, Profit and Loss (P&L) Management, Decision Making, Financial Accounting, Business Strategies, Finance

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    Infosec

    Credential Access, discovery, lateral movement & collection

    Skills you'll gain: MITRE ATT&CK Framework, Network Security, Cybersecurity, Exploitation techniques, Penetration Testing, Cyber Attacks, Python Programming, Data Access, Authentications, Scripting, Remote Access Systems, User Accounts

    4.8
    Rating, 4.8 out of 5 stars
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    69 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of Colorado Boulder

    Basic Robotic Behaviors and Odometry

    Skills you'll gain: Robotics, Automation, Simulation and Simulation Software, Control Systems, Simulations, Algorithms, Virtual Environment, Linear Algebra, Python Programming

    Build toward a degree

    4.4
    Rating, 4.4 out of 5 stars
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    65 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free
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    DeepLearning.AI

    Understanding and Applying Text Embeddings

    Skills you'll gain: Embeddings, Large Language Modeling, LLM Application, Anomaly Detection, Retrieval-Augmented Generation, Prompt Engineering, Generative AI, Google Cloud Platform, Text Mining, Natural Language Processing, Vector Databases, Unsupervised Learning, Python Programming

    4.8
    Rating, 4.8 out of 5 stars
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    67 reviews

    Beginner · Project · Less Than 2 Hours

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    EDUCBA

    Python Case Studies: Build Chatbots, Apps & Systems

    Skills you'll gain: Data Visualization, Object Oriented Programming (OOP), Database Application, Plot (Graphics), Databases, Natural Language Processing, SQL, Python Programming, Data Processing, Development Environment, Data Manipulation, Document Management, Data Structures, Operations, Problem Solving, Algorithms, Data Collection

    4.8
    Rating, 4.8 out of 5 stars
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    16 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    A

    Arizona State University

    Introduction to Additive Manufacturing Processes

    Skills you'll gain: Manufacturing Processes, Schematic Diagrams, Process Flow Diagrams, Computer-Aided Design, Production Process

    4.7
    Rating, 4.7 out of 5 stars
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    121 reviews

    Beginner · Course · 1 - 3 Months

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

  • Çok değişkenli Fonksiyon I: Kavramlar / Multivariable Calculus I: Concepts: Koç University
  • Introducción al Aprendizaje Profundo: Universidad Austral
  • Сверточные нейронные сети: DeepLearning.AI
  • The History of Modern Israel - Part II: Challenges of Israel as a sovereign state: Tel Aviv University
  • R: Design & Evaluate Random Forests for Attrition: EDUCBA
  • Apply PostgreSQL for Data Analysis and Database Design: EDUCBA
  • Financial Reporting, IFRS & Strategic Decisions: EDUCBA
  • Credential Access, discovery, lateral movement & collection: Infosec
  • Basic Robotic Behaviors and Odometry: University of Colorado Boulder
  • Understanding and Applying Text Embeddings: DeepLearning.AI

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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