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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


  • S

    Simplilearn

    Introduction to Long Short Term Memory (LSTM) Training

    Skills you'll gain: Recurrent Neural Networks (RNNs), Keras (Neural Network Library), Time Series Analysis and Forecasting, PyTorch (Machine Learning Library), Natural Language Processing, Tensorflow, Deep Learning, Artificial Neural Networks, Applied Machine Learning, Data Preprocessing

    2.3
    Rating, 2.3 out of 5 stars
    ·
    7 reviews

    Beginner · Course · 1 - 4 Weeks

  • A

    AI CERTs

    AI Essentials

    Skills you'll gain: Agentic systems, Generative AI Agents, AI Workflows, Artificial Intelligence and Machine Learning (AI/ML), Emerging Technologies, Business Ethics, Deep Learning, Social Impact, Ethical Standards And Conduct, Problem Solving, Analysis, Business Planning

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Empowering and Transforming Your Organization with GenAI

    Skills you'll gain: AI Enablement, Organizational Change, Generative AI Agents, Business Transformation, Stakeholder Communications, Organizational Development, Business Communication, Communication, Internal Communications, Employee Training, Workforce Development, Stakeholder Engagement, Employee Engagement, Change Management

    4.9
    Rating, 4.9 out of 5 stars
    ·
    43 reviews

    Beginner · Course · 1 - 4 Weeks

  • K

    Khalifa University

    AI for Executives: AI for Business Decision Making

    Skills you'll gain: AI Enablement, Feature Engineering, Responsible AI, Data Preprocessing, Strategic Decision-Making, Business Leadership, Data-Driven Decision-Making, Data Ethics, Business Analytics, Natural Language Processing, Large Language Modeling, Artificial Intelligence, Predictive Analytics, Advanced Analytics, Governance, Data Governance, Systems Integration, Business Ethics, Workflow Management, Applied Machine Learning

    Beginner · Course · 1 - 4 Weeks

  • M

    Microsoft

    Generative AI for Data Scientists

    Skills you'll gain: Generative AI, Microsoft Copilot, Generative Adversarial Networks (GANs), Natural Language Processing, Data Quality, Anomaly Detection, Data Storytelling, Technical Communication, Responsible AI, Data Visualization, Data Ethics, Data-Driven Decision-Making, Interactive Data Visualization, Data Pipelines, Data Cleansing, Data Visualization Software, Data Preprocessing, Data Science, Autoencoders, Critical Thinking

    4.6
    Rating, 4.6 out of 5 stars
    ·
    67 reviews

    Beginner · Specialization · 1 - 3 Months

  • D

    DeepLearning.AI

    Design, Develop, and Deploy Multi-Agent Systems with CrewAI

    Skills you'll gain: AI Orchestration, Agentic Workflows, Generative AI Agents, Agentic systems, LLM Application, Automation, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, System Monitoring, Workflow Management, Tool Calling, Continuous Monitoring, Scalability, Prompt Engineering, Code Review, User Feedback

    4.6
    Rating, 4.6 out of 5 stars
    ·
    9 reviews

    Beginner · Course · 1 - 4 Weeks

  • S

    SAS

    Predictive Modeling with Logistic Regression using SAS

    Skills you'll gain: SAS (Software), Model Evaluation, Logistic Regression, Predictive Modeling, Classification And Regression Tree (CART), Big Data, Regression Analysis, Statistical Machine Learning, Feature Engineering, Statistical Analysis, Data Preprocessing

    4.6
    Rating, 4.6 out of 5 stars
    ·
    63 reviews

    Intermediate · Course · 1 - 3 Months

  • E

    Epic Games

    Fundamentals of Level Design with Unreal Engine

    Skills you'll gain: Game Design, Software Design Documents, Unreal Engine, Video Game Development, Virtual Environment, Conceptual Design, Interactive Design, 3D Assets, Prototyping, Design Elements And Principles, Creativity

    4.3
    Rating, 4.3 out of 5 stars
    ·
    71 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Michigan

    Fundamentals of Data Analytics in the Public Sector with R

    Skills you'll gain: Data Visualization, Surveys, Tidyverse (R Package), Data Analysis, Demography, Public Administration, Policy Analysis, Public Policies, R Programming, Statistical Programming, Data Transformation, Data Cleansing, Data Manipulation

    4.6
    Rating, 4.6 out of 5 stars
    ·
    55 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Azure: create a REST API using NodeJS Serverless Functions

    Skills you'll gain: API Gateway, Serverless Computing, Cloud API, Restful API, Node.JS, Microsoft Azure, Application Programming Interface (API), API Testing, Web Services

    4.5
    Rating, 4.5 out of 5 stars
    ·
    112 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • U

    University of Colorado Boulder

    Product Cost and Investment Cash Flow Analysis

    Skills you'll gain: Cost Estimation, Financial Modeling, Project Estimation, Investment Management, Risk Management, Finance, Spreadsheet Software, Financial Planning, Financial Analysis, Cost Accounting, Business Mathematics, Return On Investment, Cash Flows, Product Management

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
    ·
    98 reviews

    Beginner · Course · 1 - 3 Months

  • M

    Macquarie University

    Cyber Security: Leadership

    Skills you'll gain: Cyber Risk, Security Awareness, Human Factors (Security), Cyber Attacks, Mobile Security, Cyber Governance, Cyber Security Strategy, Cyber Security Policies, Cybersecurity, Cyber Security Assessment, Usability, Data Security, Cyber Threat Hunting, Cyber Operations, Organizational Leadership, Strategic Leadership, Team Leadership, Leadership and Management, Leadership, Leadership Development

    4.7
    Rating, 4.7 out of 5 stars
    ·
    33 reviews

    Beginner · Specialization · 3 - 6 Months

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

  • Introduction to Long Short Term Memory (LSTM) Training: Simplilearn
  • AI Essentials: AI CERTs
  • Empowering and Transforming Your Organization with GenAI: Coursera
  • AI for Executives: AI for Business Decision Making: Khalifa University
  • Generative AI for Data Scientists: Microsoft
  • Design, Develop, and Deploy Multi-Agent Systems with CrewAI: DeepLearning.AI
  • Predictive Modeling with Logistic Regression using SAS : SAS
  • Fundamentals of Level Design with Unreal Engine: Epic Games
  • Fundamentals of Data Analytics in the Public Sector with R: University of Michigan
  • Azure: create a REST API using NodeJS Serverless Functions: 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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