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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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    Arizona State University

    Technology & Entrepreneurship

    Skills you'll gain: Curiosity, Lean Methodologies, Design Thinking, Entrepreneurship, Commercialization, Innovation, Persona Development, Problem Solving, Sales Presentations, Customer Analysis, Presentations, Target Audience, Creative Problem-Solving, Customer Insights, Market Opportunities, Technology Solutions, Team Oriented, Market Research, Solution Design, Technology Strategies

    4.8
    Rating, 4.8 out of 5 stars
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    82 reviews

    Beginner · Specialization · 3 - 6 Months

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    EDUCBA

    Analyze and Manage the Bank Loan Lifecycle

    Skills you'll gain: Loan Documentation, Banking, Loans, Commercial Banking, Commercial Lending, General Lending, Credit Risk, Operational Analysis, Transaction Processing, Reconciliation, Accounting

    Beginner · Course · 1 - 3 Months

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    Pontificia Universidad Católica de Chile

    Transferencia de momentum, calor y masa computacional

    Skills you'll gain: Numerical Analysis, Engineering Calculations, Chemical Engineering, Engineering Analysis, Applied Mathematics, Differential Equations, Simulation and Simulation Software, Equipment Design, Process Engineering, Python Programming, Mathematical Modeling

    Intermediate · Course · 1 - 3 Months

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    MathWorks

    Data Science Companion

    Skills you'll gain: Datamaps, Data Science, Spatial Data Analysis, Data Processing, Data Preprocessing, Machine Learning, Geographic Information Systems, Data Visualization, Data Analysis, Data Integration, Amazon Web Services, Cloud Computing, Matlab, Model Training, Data Cleansing, Regression Analysis, Classification Algorithms

    4.9
    Rating, 4.9 out of 5 stars
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    14 reviews

    Beginner · Course · 1 - 4 Weeks

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    U

    Universidad Austral

    Optimización de Redes Neuronales Profundas

    Skills you'll gain: Model Optimization, Tensorflow, Fine-tuning, Deep Learning, Performance Tuning, Model Training, Model Deployment, Artificial Neural Networks, Machine Learning Methods, Machine Learning Algorithms, Algorithms

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Building LLM Powered Applications

    Skills you'll gain: LangChain, LLM Application, Prompt Engineering, Responsible AI, Large Language Modeling, Hugging Face, Multimodal Prompts, Generative AI, Generative Model Architectures, Retrieval-Augmented Generation, Generative AI Agents, Risking, AI Orchestration, Fine-tuning, Python Programming, Vector Databases, Machine Learning, Agentic systems, Data Science

    Beginner · Course · 3 - 6 Months

  • Status: Free Trial
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    EDUCBA

    Mastering Business Combinations: Analyze and Apply IFRS

    Skills you'll gain: Specialized Accounting, Tax Laws

    Intermediate · Course · 1 - 3 Months

  • U

    University of Illinois Urbana-Champaign

    Sustainable Business Enterprises

    Skills you'll gain: Sustainable Business, Sustainable Development, Corporate Sustainability, Business Planning, Product Development, Consumer Behaviour, Environmental Issue, Sustainability Reporting, Business Strategies, Enterprise Modeling, Product Design, Design Thinking, Market Research, Business Development, Communication Strategies

    Build toward a degree

    4.3
    Rating, 4.3 out of 5 stars
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    146 reviews

    Beginner · Course · 1 - 4 Weeks

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    Packt

    RNN Architecture and Sentiment Classification

    Skills you'll gain: Recurrent Neural Networks (RNNs), PyTorch (Machine Learning Library), Model Optimization, Large Language Modeling, Text Mining, Artificial Neural Networks, Natural Language Processing, Classification Algorithms, Model Training, Deep Learning, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Embed Everything

    Skills you'll gain: Embeddings, Scikit Learn (Machine Learning Library), Transfer Learning, NumPy, Data Pipelines, Unstructured Data, Applied Machine Learning, Python Programming, Natural Language Processing, Dimensionality Reduction, AI Workflows, Machine Learning Methods, Scripting, Model Evaluation, Scientific Visualization, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Google Cloud

    Responsible AI for Developers: Interpretability & Transparency

    Skills you'll gain: Responsible AI, AI literacy, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Artificial Intelligence, Model Evaluation

    4.7
    Rating, 4.7 out of 5 stars
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    13 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Packt

    TradeStation EasyLanguage for Algorithmic Trading

    Skills you'll gain: Financial Trading, Artificial Intelligence, Market Trend, Technical Analysis, Applied Machine Learning, Algorithms, Securities Trading, Verification And Validation, Futures Exchange, Risk Management, Model Evaluation, Market Data, Machine Learning Algorithms, Machine Learning, Trend Analysis, Performance Analysis, Scripting, Scripting Languages, Finance

    Beginner · Course · 1 - 3 Months

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

  • Technology & Entrepreneurship: Arizona State University
  • Analyze and Manage the Bank Loan Lifecycle: EDUCBA
  • Transferencia de momentum, calor y masa computacional: Pontificia Universidad Católica de Chile
  • Data Science Companion: MathWorks
  • Optimización de Redes Neuronales Profundas: Universidad Austral
  • Building LLM Powered Applications: Packt
  • Mastering Business Combinations: Analyze and Apply IFRS: EDUCBA
  • Sustainable Business Enterprises: University of Illinois Urbana-Champaign
  • RNN Architecture and Sentiment Classification: Packt
  • Embed Everything: Coursera

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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