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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

    JetBrains

    Python from Scratch: Learn by Coding

    Skills you'll gain: File I/O, Data Structures, Python Programming, Programming Principles, Computer Programming, Scripting, Data Processing, Code Review, NumPy, Development Environment, Integrated Development Environments, Computational Thinking, Software Installation, Numerical Analysis

    4.3
    Rating, 4.3 out of 5 stars
    ·
    6 reviews

    Beginner · Course · 1 - 3 Months

  • W

    Whizlabs

    Automation with Ansible

    Skills you'll gain: Ansible, IT Automation, Devops Tools, Automation, Infrastructure as Code (IaC), DevOps, YAML, Linux, Command-Line Interface, Cloud Infrastructure, Encryption, Security Controls

    3.2
    Rating, 3.2 out of 5 stars
    ·
    14 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    AI in Workforce Management

    Skills you'll gain: AI Enablement, AI Product Strategy, Workforce Management, Human Resources Management and Planning, Human Resource Strategy, Workforce Planning, Responsible AI, Resource Management, Performance Improvement, Employee Performance Management, Strategic Decision-Making, Operational Efficiency, Data-Driven Decision-Making, Process Optimization, Strategic Planning, Business Ethics

    4.8
    Rating, 4.8 out of 5 stars
    ·
    20 reviews

    Intermediate · Course · 1 - 4 Weeks

  • O

    O.P. Jindal Global University

    Macroeconomics: Foundations and Insights

    Skills you'll gain: Economics, Financial Policy, Economic Development, International Finance, Supply And Demand, Policy Analysis, Sustainable Development, Socioeconomics, Behavioral Economics, Accounting, Market Dynamics, Critical Thinking

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
    ·
    10 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Corporate Finance Institute

    Classification - Fundamentals & Practical Applications

    Skills you'll gain: Classification Algorithms, Model Evaluation, Machine Learning Algorithms, Logistic Regression, Predictive Modeling, Applied Machine Learning, Machine Learning Methods, Supervised Learning, Data Modeling, Analytics, Analysis, Data Analysis, Business Metrics, Feature Engineering, Advanced Analytics, Machine Learning, Scikit Learn (Machine Learning Library), Performance Metric, Data Visualization, Exploratory Data Analysis

    4.3
    Rating, 4.3 out of 5 stars
    ·
    6 reviews

    Advanced · Course · 1 - 3 Months

  • C

    Coursera

    Understanding Large Language Models in Business

    Skills you'll gain: Large Language Modeling, LLM Application, OpenAI API, Trend Analysis, Real Time Data, Analytics, Business Marketing, Program Development, Business Strategy, Generative AI, ChatGPT, Technology Roadmaps, Artificial Intelligence and Machine Learning (AI/ML), Artificial Neural Networks

    4.6
    Rating, 4.6 out of 5 stars
    ·
    14 reviews

    Beginner · Course · 1 - 4 Weeks

  • S

    Simplilearn

    Data Analytics with Python

    Skills you'll gain: Matplotlib, NumPy, Data Visualization, Python Programming, Pandas (Python Package), Data Analysis, Data Visualization Software, Scripting, Analytics, Data Manipulation, Real Time Data, Data Processing, Programming Principles, Data Transformation, Data Cleansing, Data Validation

    4.9
    Rating, 4.9 out of 5 stars
    ·
    22 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Maryland, College Park

    Building the Business Model for Corporate Entrepreneurs

    Skills you'll gain: Business Modeling, Customer Analysis, Financial Modeling, Business Strategy, Entrepreneurship, Business Planning, Customer Insights, Value Propositions, Target Market, Customer Relationship Management, Product Development, Innovation, Interviewing Skills

    4.6
    Rating, 4.6 out of 5 stars
    ·
    84 reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Microsoft Project 2021 From Beginners to Advanced

    Skills you'll gain: Microsoft Project, Earned Value Management, Work Breakdown Structure, Project Schedules, Resource Allocation, Calendar Management, Project Controls, Excel Macros, Project Performance, Resource Management, Timelines, Business Reporting, Resource Planning, Milestones (Project Management), Scheduling, Cost Management, Project Management, Capacity Management, Dependency Analysis, Consolidation

    4.3
    Rating, 4.3 out of 5 stars
    ·
    14 reviews

    Intermediate · Course · 3 - 6 Months

  • K

    Kennesaw State University

    AI for Education (Intermediate)

    Skills you'll gain: Prompt Engineering, Responsible AI, Generative AI, Education Software and Technology, ChatGPT, Peer Review, Verbal Communication Skills, AI Enablement, Digital pedagogy

    4.5
    Rating, 4.5 out of 5 stars
    ·
    34 reviews

    Intermediate · Course · 1 - 4 Weeks

  • A

    Amazon Web Services

    Hands-on with AWS for IT Professionals

    Skills you'll gain: Amazon Web Services, AWS Identity and Access Management (IAM), Amazon S3, Amazon CloudWatch, Cloud Solutions, Cloud Management, Cloud Computing, Cloud Computing Architecture, Network Architecture, Virtual Networking, User Accounts, Personally Identifiable Information

    4.8
    Rating, 4.8 out of 5 stars
    ·
    26 reviews

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Customer Segmentation with K-Means: Model & Visualize

    Skills you'll gain: Customer Analysis, Statistical Visualization, Unsupervised Learning, Customer Insights, Correlation Analysis, Data Preprocessing, Pandas (Python Package), Heat Maps, Data Manipulation, Seaborn, Histogram, Scatter Plots, Matplotlib, Exploratory Data Analysis, Applied Machine Learning, Data Visualization Software

    Mixed · Course · 1 - 4 Weeks

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

  • Python from Scratch: Learn by Coding: JetBrains
  • Automation with Ansible: Whizlabs
  • AI in Workforce Management: Coursera
  • Macroeconomics: Foundations and Insights: O.P. Jindal Global University
  • Classification - Fundamentals & Practical Applications: Corporate Finance Institute
  • Understanding Large Language Models in Business: Coursera
  • Data Analytics with Python: Simplilearn
  • Building the Business Model for Corporate Entrepreneurs: University of Maryland, College Park
  • Microsoft Project 2021 From Beginners to Advanced: Packt
  • AI for Education (Intermediate): Kennesaw State 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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