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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


  • U

    University of California San Diego

    Basic Data Processing and Visualization

    Skills you'll gain: Data Processing, Data Manipulation, Data Visualization, Interactive Data Visualization, Web Scraping, Data Visualization Software, Pandas (Python Package), Data Analysis, Data Preprocessing, Data Science, Data Cleansing, Matplotlib, Data Import/Export, NumPy, JSON, Python Programming, File I/O

    ★ 4.3 (201) · Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • I

    Indian School of Business

    Creating a Portfolio

    Skills you'll gain: Portfolio Management, Portfolio Risk, Financial Trading, Investment Management, Performance Analysis, Financial Market, Securities Trading, Performance Measurement, Investments, Return On Investment, Risk Mitigation, Market Dynamics, Text Mining, Financial Regulations, Risk Management, Financial Regulation, Compliance Management, Risk Analysis, Regulatory Requirements, Benchmarking

    ★ 4.5 (322) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • P

    Politecnico di Milano

    Fundamentals of financial and management accounting

    Skills you'll gain: Financial Statements, Financial Statement Analysis, Accounting, Financial Reporting, Management Accounting, Financial Accounting, Financial Analysis, General Accounting, Balance Sheet, Capital Budgeting, Standard Accounting Practices, Cost Accounting, Income Statement, Cost Management, Cash Flows, Capital Expenditure, Decision Making

    ★ 4.7 (748) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • C

    Coursera

    AI Model Development & Deployment

    Skills you'll gain: Fine-tuning, Model Deployment, MLOps (Machine Learning Operations), AWS SageMaker, Software Documentation, Data Pipelines, AI Integrations, Tensorflow, Solution Architecture, Model Evaluation, Apache Airflow, Model Optimization, Systems Design, Transfer Learning, Unit Testing, PyTorch (Machine Learning Library), API Design, Cloud Computing, Network Architecture, Deep Learning

    Intermediate · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • U

    University of Michigan

    البرمجة للجميع - بدء استخدام بايثون

    Skills you'll gain: Programming Principles, Computer Programming, Python Programming, Program Development, Software Installation, Computational Logic, Development Environment

    ★ 4.8 (82) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • É

    École Polytechnique

    Quantum Optics 1 : Single Photons

    Skills you'll gain: Physics, electromagnetics, Experimentation, Cryptography, Mathematical Modeling, Laboratory Research, Emerging Technologies

    ★ 4.8 (339) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of Pittsburgh

    Disability Awareness and Support

    Skills you'll gain: Educational Materials, Web Content Accessibility Guidelines, Disabilities, Education and Training, Adaptive Equipment, Instructional Design, Education Software and Technology, Case Studies, Diversity Training, Student Support and Services, Student Services, Diversity Awareness, Higher Education, Diversity Equity and Inclusion Initiatives

    ★ 4.6 (333) · Mixed · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • É

    École normale supérieure

    Statistical Mechanics: Algorithms and Computations

    Skills you'll gain: Sampling (Statistics), Mathematical Software, Physics, Simulations, Numerical Analysis, Markov Model, Mechanics, Simulation and Simulation Software, Algorithms, Programming Principles, Applied Mathematics, Integral Calculus, Model Optimization, Program Development

    ★ 4.8 (270) · Mixed · Course · 1 - 3 Months

    Category: Free
    Free
  • E

    EDUCBA

    Digital Marketing Dynamics: Strategy & Case Studies

    Skills you'll gain: Campaign Management, Digital Marketing Campaigns, Social Media, Content Performance Analysis, Digital Marketing, Digital Media Strategy, Campaign Planning, Social Media Marketing, Digital Marketing Tools, Case Studies, Target Market, Marketing Strategies, Social Media Campaigns, Marketing, Strategic Marketing, Consumer Behaviour, Marketing Planning, Digital Analysis, Competitive Analysis, Business

    ★ 4.8 (78) · Beginner · Specialization · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • I

    IE Business School

    The Marketing Plan

    Skills you'll gain: Market Analysis, Integrated Marketing Communications, Market Research, Customer Acquisition Management, Marketing Analytics, Marketing Communications, Marketing Management, Customer Analysis, Performance Measurement, Customer Retention, Performance Metric, Growth Strategies, Marketing Channel, Planning, Financial Management

    ★ 4.6 (494) · Mixed · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • P

    Pragmatic AI Labs

    Enterprise AI and Data Engineering with Databricks

    Skills you'll gain: Prompt Engineering, MLOps (Machine Learning Operations), Data Pipelines, Databricks, Generative AI, Data Lakes, Generative AI Agents, Data Governance, Data Architecture, AI Enablement, Data Modeling, Data Management, Data Processing, Data Strategy, Data Quality, Scala Programming, SQL, Python Programming, Data Visualization, Data Literacy

    ★ 4.7 (13) · Beginner · Specialization · 3 - 6 Months

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

    Packt

    Building and Training Neural Networks with PyTorch

    Skills you'll gain: Recurrent Neural Networks (RNNs), PyTorch (Machine Learning Library), Convolutional Neural Networks, Deep Learning, Classification Algorithms, Transfer Learning, Image Analysis, Model Evaluation, Model Training, Artificial Neural Networks, Fine-tuning, Computer Vision, Model Optimization, Data Preprocessing, Data Processing

    ★ 4.8 (13) · Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
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In summary, here are 10 of our most popular applied machine learning courses

  • Basic Data Processing and Visualization: University of California San Diego
  • Creating a Portfolio: Indian School of Business
  • Fundamentals of financial and management accounting: Politecnico di Milano
  • AI Model Development & Deployment: Coursera
  • البرمجة للجميع - بدء استخدام بايثون: University of Michigan
  • Quantum Optics 1 : Single Photons: École Polytechnique
  • Disability Awareness and Support: University of Pittsburgh
  • Statistical Mechanics: Algorithms and Computations: École normale supérieure
  • Digital Marketing Dynamics: Strategy & Case Studies: EDUCBA
  • The Marketing Plan: IE Business School

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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