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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


  • J

    Johns Hopkins University

    Calculus through Data & Modeling: Limits & Derivatives

    Skills you'll gain: Calculus, Mathematical Software, Data Analysis, Mathematical Theory & Analysis, Derivatives, Graphing, Algebra

    4.7
    Rating, 4.7 out of 5 stars
    ·
    209 reviews

    Beginner · Course · 1 - 3 Months

  • N

    Northeastern University

    Practical AI for Professionals

    Skills you'll gain: Feature Engineering, Exploratory Data Analysis, AI Enablement, Artificial Intelligence, Responsible AI, Data Analysis, Descriptive Statistics, Technology Strategies, Business Strategy, Machine Learning, Data Management, Data Preprocessing, Computer Vision, Unstructured Data, Predictive Modeling, Natural Language Processing

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Azure Synapse SQL Pool - Implement Polybase

    Skills you'll gain: Azure Synapse Analytics, Microsoft Azure, Data Lakes, Microsoft SQL Servers, Transact-SQL, Data Integration, Cloud Storage, SQL, File Management

    4.6
    Rating, 4.6 out of 5 stars
    ·
    97 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • G

    Google Cloud

    Intro to TensorFlow em Português Brasileiro

    Skills you'll gain: Tensorflow, Model Deployment, Keras (Neural Network Library), Cloud Deployment, Google Cloud Platform, Deep Learning, Machine Learning Methods, Feature Engineering, Data Preprocessing, Data Pipelines, Artificial Neural Networks, Data Import/Export

    4.6
    Rating, 4.6 out of 5 stars
    ·
    23 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Decision Tree Classifier for Beginners in R

    Skills you'll gain: Model Evaluation, Decision Tree Learning, Data Preprocessing, Data Manipulation, Statistical Modeling, R Programming, Supervised Learning, Machine Learning, Classification Algorithms

    4.8
    Rating, 4.8 out of 5 stars
    ·
    6 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • P

    Packt

    Chatbots for Beginners: A Complete Guide to Build Chatbots

    Skills you'll gain: Deep Learning, Tensorflow, Amazon Web Services, Artificial Intelligence and Machine Learning (AI/ML), Keras (Neural Network Library), Artificial Intelligence, Recurrent Neural Networks (RNNs), Machine Learning Methods, Natural Language Processing, Python Programming, Serverless Computing, Machine Learning, Data Processing

    Intermediate · Course · 1 - 4 Weeks

  • T

    The Chinese University of Hong Kong

    Entrepreneurship

    Skills you'll gain: Entrepreneurship, Market Opportunities, Innovation, Business Planning, Business Leadership, Business Development, New Product Development, Financial Analysis, Business Strategy, Market Research, Presentations, Growth Strategies, Financial Modeling, Fundraising

    4.7
    Rating, 4.7 out of 5 stars
    ·
    305 reviews

    Beginner · Course · 1 - 3 Months

  • M

    Macquarie University

    Innovation and emerging technology: Be disruptive

    Skills you'll gain: Design Thinking, Emerging Technologies, Digital Transformation, Innovation, Business Modeling, Business Transformation, Strategic Thinking, Technology Strategies, Business Strategies, Organizational Change, Augmented Reality, Market Analysis, Virtual Reality, Internet Of Things, Artificial Intelligence

    4.8
    Rating, 4.8 out of 5 stars
    ·
    480 reviews

    Beginner · Course · 1 - 3 Months

  • S

    Starweaver

    Introduction to Automotive Embedded Systems

    Skills you'll gain: Embedded Software, Embedded Systems, Cybersecurity, Automation, Electronics, Sustainable Technologies, Control Systems, Electronic Hardware, Internet Of Things, Software Development, Artificial Intelligence, Real Time Data

    4.5
    Rating, 4.5 out of 5 stars
    ·
    44 reviews

    Beginner · Course · 1 - 4 Weeks

  • L

    Lund University

    Working for a sustainable future: concepts and approaches

    Skills you'll gain: Sustainable Development, Systems Thinking, Sustainable Business, Sustainable Technologies, Sustainability Standards, Policy Development, Environmental Policy, Environmental Science, Climate Change Programs, Innovation, Environment and Resource Management, Natural Resource Management, Mathematical Modeling, Governance, Geospatial Information and Technology

    4.7
    Rating, 4.7 out of 5 stars
    ·
    124 reviews

    Beginner · Course · 1 - 3 Months

  • E

    EDUCBA

    ITIL V4 Introduction to Service Management Concept

    Skills you'll gain: Service Management, Information Technology Infrastructure Library, Service Improvement, IT Service Management, Technical Management, IT Management, Continuous Improvement Process, Quality Improvement, Process Management, Operations Management, Information Technology, Business Process Management, Stakeholder Management, Governance, Change Management, Risk Management, Value Propositions

    4.7
    Rating, 4.7 out of 5 stars
    ·
    249 reviews

    Beginner · Course · 1 - 3 Months

  • T

    The University of North Carolina at Chapel Hill

    Reasoning Across the Disciplines

    Skills you'll gain: Chemistry, Social Sciences, Legal Research, Case Law, World History, Liberal Arts, Psychology, Case Studies, Research

    4.4
    Rating, 4.4 out of 5 stars
    ·
    72 reviews

    Beginner · Course · 1 - 3 Months

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

  • Calculus through Data & Modeling: Limits & Derivatives: Johns Hopkins University
  • Practical AI for Professionals: Northeastern University
  • Azure Synapse SQL Pool - Implement Polybase: Coursera
  • Intro to TensorFlow em Português Brasileiro: Google Cloud
  • Decision Tree Classifier for Beginners in R: Coursera
  • Chatbots for Beginners: A Complete Guide to Build Chatbots: Packt
  • Entrepreneurship: The Chinese University of Hong Kong
  • Innovation and emerging technology: Be disruptive: Macquarie University
  • Introduction to Automotive Embedded Systems: Starweaver
  • Working for a sustainable future: concepts and approaches: Lund University

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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