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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


  • F

    Fundação Instituto de Administração

    Fundamentos de Inteligência Artificial para Finanças

    Skills you'll gain: Deep Learning, Predictive Analytics, FinTech, Data-Driven Decision-Making, Machine Learning, Digital Transformation, Analytics, Artificial Intelligence, Artificial Neural Networks, Data Science

    4.7
    Rating, 4.7 out of 5 stars
    ·
    24 reviews

    Beginner · Course · 1 - 4 Weeks

  • D

    Duke University

    Introduction to FastAPI framework

    Skills you'll gain: Web Frameworks, Restful API, Application Programming Interface (API), API Testing, Application Deployment, Software Documentation, Package and Software Management, JSON, Application Development, Server Side, Python Programming, Data Validation

    2.5
    Rating, 2.5 out of 5 stars
    ·
    31 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • C

    Columbia University

    Causal Inference 2

    Skills you'll gain: Statistical Inference, Econometrics, Mediation, Advanced Analytics, Statistical Analysis, Regression Analysis, Time Series Analysis and Forecasting, Statistical Methods, Statistical Modeling, Research Design

    3.3
    Rating, 3.3 out of 5 stars
    ·
    15 reviews

    Advanced · Course · 1 - 3 Months

  • D

    Deep Teaching Solutions

    Critical Thinking & Logic: Real-World Skills

    Skills you'll gain: Deductive Reasoning, Logical Reasoning, Critical Thinking, Cognitive flexibility, Problem Solving, Analytical Skills, Case Studies, Creative Thinking, Innovation, Decision Making, Persuasive Communication, Verbal Communication Skills

    4.8
    Rating, 4.8 out of 5 stars
    ·
    40 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Virginia

    Experiencing Design: Deepening Your Design Thinking Practice

    Skills you'll gain: Design Thinking, Human Centered Design, Innovation, Strategic Thinking, Open Mindset, Cognitive flexibility, Creativity, Collaboration, Dealing With Ambiguity, Empathy, Adaptability, Qualitative Research, Data Visualization

    4.7
    Rating, 4.7 out of 5 stars
    ·
    67 reviews

    Beginner · Course · 1 - 4 Weeks

  • F

    Fundação Instituto de Administração

    Fundamentos de IA Aplicados ao CRM

    Skills you'll gain: Predictive Analytics, Customer Relationship Management, Data-Driven Decision-Making, Applied Machine Learning, Machine Learning Algorithms, Artificial Intelligence, Machine Learning, Deep Learning, Artificial Neural Networks, Supervised Learning, Unsupervised Learning, Model Evaluation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    7 reviews

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    AI & Predictive Analytics with Python

    Skills you'll gain: Unsupervised Learning, Predictive Modeling, Supervised Learning, Model Evaluation, Applied Machine Learning, Predictive Analytics, Random Forest Algorithm, Text Mining, Classification Algorithms, Natural Language Processing, Machine Learning Algorithms, Artificial Intelligence, Computational Logic, Python Programming, Data Science, Unstructured Data, Data Preprocessing, Algorithms

    Mixed · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Human Resource Management: Corporate Fundamentals

    Skills you'll gain: Human Capital, Human Resources, Employee Performance Management, Performance Management, Human Resource Strategy, Human Resources Management and Planning, Talent Management, Workforce Planning, Talent Acquisition, Performance Appraisal, Talent Recruitment, Workforce Development, Labor Relations, Compensation and Benefits, Organizational Strategy, Succession Planning, Workforce Management, Employee Retention, Case Studies, Corporate Strategy

    4.8
    Rating, 4.8 out of 5 stars
    ·
    51 reviews

    Beginner · Specialization · 1 - 3 Months

  • G

    Google Cloud

    Essential Cloud Infrastructure: Foundation - 日本語版

    Skills you'll gain: Cloud Infrastructure, Google Cloud Platform, Cloud Deployment, Infrastructure Architecture, Cloud Computing, Network Infrastructure, Virtual Networking, Virtual Machines, Cloud Storage, Network Architecture, Command-Line Interface, Firewall

    4.6
    Rating, 4.6 out of 5 stars
    ·
    218 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    The Harder Side of Science Communication

    Skills you'll gain: Learning Theory, Human Learning, Motivational Interviewing, Education and Training, Teaching, Scientific Methods, Research, Research Methodologies, Critical Thinking, Communication, Cognitive flexibility, Psychology

    4.3
    Rating, 4.3 out of 5 stars
    ·
    6 reviews

    Beginner · Course · 1 - 4 Weeks

  • M

    Microsoft

    Capstone and Practice Exam (AZ-500)

    Skills you'll gain: Multi-Factor Authentication, Data Security, Security Strategy, Azure Active Directory, Database Architecture and Administration, Virtual Machines, Microsoft Azure, Cloud Security, Security Controls, Identity and Access Management, Network Security, Role-Based Access Control (RBAC), Encryption, Threat Detection

    4.5
    Rating, 4.5 out of 5 stars
    ·
    17 reviews

    Intermediate · Course · 1 - 4 Weeks

  • A

    Association of International Certified Professional Accountants

    Understanding, Using, and Securing Crypto and Digital Assets

    Skills you'll gain: Digital Assets, Blockchain, Asset Management, Cybersecurity, Security Awareness, Security Controls, Multi-Factor Authentication, Authentications, Financial Market, Market Data, Financial Regulations, Regulatory Compliance

    4.7
    Rating, 4.7 out of 5 stars
    ·
    93 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Fundamentos de Inteligência Artificial para Finanças: Fundação Instituto de Administração
  • Introduction to FastAPI framework: Duke University
  • Causal Inference 2: Columbia University
  • Critical Thinking & Logic: Real-World Skills: Deep Teaching Solutions
  • Experiencing Design: Deepening Your Design Thinking Practice: University of Virginia
  • Fundamentos de IA Aplicados ao CRM: Fundação Instituto de Administração
  • AI & Predictive Analytics with Python: EDUCBA
  • Human Resource Management: Corporate Fundamentals: EDUCBA
  • Essential Cloud Infrastructure: Foundation - 日本語版: Google Cloud
  • The Harder Side of Science Communication : University of Colorado Boulder

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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