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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


  • Status: Free Trial
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    EDUCBA

    Hedge Fund Structures & Operations: Analyze & Evaluate

    Skills you'll gain: Hedge Accounting, Fund Accounting, Risk Analysis, Investment Management, Operational Analysis, Risk Management, Compensation Analysis, Accounting, Compensation Management, Organizational Structure, Performance Measurement, Performance Analysis

    4.9
    Rating, 4.9 out of 5 stars
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    18 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    Edureka

    Introduction to LLMs and Hugging Face

    Skills you'll gain: Hugging Face, LLM Application, LangChain, Large Language Modeling, OpenAI, Natural Language Processing, Generative AI Agents, ChatGPT, AI Integrations, Token Optimization, Responsible AI, Fine-tuning, Embeddings, Application Programming Interface (API), Data Pipelines, Restful API, Agentic systems, Open Source Technology, MLOps (Machine Learning Operations), Python Programming

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    A Technical Leader's Qualities and Effectiveness

    Skills you'll gain: Stakeholder Management, Engineering Management, Stakeholder Engagement, Negotiation, Stakeholder Communications, Mentorship, Leadership, Leadership and Management, Courage, Growth Mindedness, Leadership Development, Team Leadership, Organizational Leadership, Collaboration, Professional Development, Visionary, Personal Development, Lifelong Learning, Personal Integrity, Resilience

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
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    23 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
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    EDUCBA

    Apply Microsoft Excel Fundamentals for Data Analysis

    Skills you'll gain: Microsoft Excel, Excel Formulas, Data Entry, Microsoft Office, Spreadsheet Software, Productivity Software, Data Manipulation, Data Literacy, Decision Making, Data Presentation, Debugging

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Data Analysis Using Pyspark

    Skills you'll gain: PySpark, Matplotlib, Apache Spark, Big Data, Data Processing, Distributed Computing, Data Management, Data Visualization, Data Presentation, Data Analysis, Data Manipulation, Data Cleansing, Query Languages, Python Programming

    4.4
    Rating, 4.4 out of 5 stars
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    319 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Preview
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    U

    Universidad Nacional de Colombia

    Ciencia de datos energéticos

    Skills you'll gain: Electrical Power, Electric Power Systems, Energy and Utilities, Time Series Analysis and Forecasting, Data Mining, Data Science, Statistical Methods, Python Programming, Data Processing, Applied Machine Learning, Computer Programming, Data Preprocessing, Exploratory Data Analysis, Mathematical Modeling, Artificial Neural Networks

    4.8
    Rating, 4.8 out of 5 stars
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    35 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    E

    EDUCBA

    Analyze and Build Banking Sector Financial Models

    Skills you'll gain: Cash Flows, Financial Modeling, Financial Statement Analysis, Financial Analysis, Financial Statements, Credit Risk, Cash Flow Forecasting, Business Valuation, Balance Sheet, Banking, Operational Efficiency, Risk Modeling, Bank Regulations, Financial Forecasting, Operating Expense, Finance, Income Statement, Depreciation

    5
    Rating, 5 out of 5 stars
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    24 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    N

    National Taiwan University

    普通物理學-電磁學、光學及近代物理 (General Physics (1))

    Skills you'll gain: Basic Electrical Systems, Physics, Electronic Components, electromagnetics, Physical Science, Mechanics, Applied Mathematics

    4.8
    Rating, 4.8 out of 5 stars
    ·
    23 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Aprendizaje Activo STEM con Simulaciones Interactivas PhET

    Skills you'll gain: Education Software and Technology, Design Strategies, Mathematics Education, Growth Mindedness, Digital pedagogy, Design Reviews, Simulations, Simulation and Simulation Software, Interactive Design, User Feedback, Conceptual Design, Research and Design, Human Computer Interaction, Display Devices, Chemistry, Physics, Biology

    4.9
    Rating, 4.9 out of 5 stars
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    851 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Packt

    Foundations of AI Engineering

    Skills you'll gain: Probability & Statistics, NumPy, Matplotlib, Statistics, Data Visualization, Applied Machine Learning, Statistical Hypothesis Testing, Python Programming, Pandas (Python Package), Seaborn, Machine Learning, Mathematics and Mathematical Modeling, Model Optimization, Applied Mathematics, Statistical Analysis, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Data Science, Programming Principles, Probability

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Analyze & Apply Treasury and Forex Strategies

    Skills you'll gain: International Finance, Cost Benefit Analysis, Expense Management, Financial Analysis, Variance Analysis, Financial Trading, Excel Formulas, Cost Containment, Budgeting, Microsoft Excel, Financial Market, Strategic Decision-Making, Business, Decision Making, Transaction Processing

    4.9
    Rating, 4.9 out of 5 stars
    ·
    40 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Generative AI and Large Language Models

    Skills you'll gain: Generative AI, Generative Model Architectures, Large Language Modeling, LLM Application, Generative Adversarial Networks (GANs), Retrieval-Augmented Generation, OpenAI, Hugging Face, OpenAI API, Multimodal Prompts, Responsible AI, AI Security, Autoencoders, Model Deployment, Fine-tuning, Application Deployment

    4.3
    Rating, 4.3 out of 5 stars
    ·
    12 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Hedge Fund Structures & Operations: Analyze & Evaluate: EDUCBA
  • Introduction to LLMs and Hugging Face: Edureka
  • A Technical Leader's Qualities and Effectiveness: University of Colorado Boulder
  • Apply Microsoft Excel Fundamentals for Data Analysis: EDUCBA
  • Data Analysis Using Pyspark: Coursera
  • Ciencia de datos energéticos: Universidad Nacional de Colombia
  • Analyze and Build Banking Sector Financial Models: EDUCBA
  • 普通物理學-電磁學、光學及近代物理 (General Physics (1)): National Taiwan University
  • Aprendizaje Activo STEM con Simulaciones Interactivas PhET: University of Colorado Boulder
  • Foundations of AI Engineering: 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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