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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.


More to explore:

Popular Applied Machine Learning Courses and Certifications


  • G

    Google Cloud

    Natural Language Processing on Google Cloud

    Skills you'll gain: Natural Language Processing, Transfer Learning, Tensorflow, Google Cloud Platform, Recurrent Neural Networks (RNNs), Embeddings, Deep Learning, AI Workflows, Artificial Neural Networks, Feature Engineering, Model Evaluation

    4.4
    Rating, 4.4 out of 5 stars
    ·
    540 reviews

    Advanced · Course · 1 - 3 Months

  • C

    Coursera

    Modern Data Analytics with Python, Excel & Generative AI

    Skills you'll gain: Business Intelligence, Excel Macros, Pandas (Python Package), Prompt Engineering, Forecasting, Data Storytelling, Time Series Analysis and Forecasting, Regression Analysis, Data Quality, Responsible AI, ChatGPT, Microsoft Excel, Data Analysis, Report Writing, Interactive Data Visualization, Data Modeling, Generative AI, Data Visualization, Exploratory Data Analysis, Statistical Analysis

    4.4
    Rating, 4.4 out of 5 stars
    ·
    443 reviews

    Intermediate · Specialization · 3 - 6 Months

  • P

    Palo Alto Networks

    Palo Alto Networks Cybersecurity

    Skills you'll gain: Network Security, Cloud Security, Cybersecurity, Cloud Deployment, Network Administration, Cloud Infrastructure, Firewall, Endpoint Detection and Response, Network Infrastructure, Data Security, Docker (Software), AI Security, Virtual Private Networks (VPN), Software As A Service, Hybrid Cloud Computing, Threat Modeling, Containerization, Threat Detection, Threat Management, Security Controls

    4.6
    Rating, 4.6 out of 5 stars
    ·
    875 reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • K

    Kennesaw State University

    Writing Professional Email and Memos (Project-Centered Course)

    Skills you'll gain: Peer Review, Grammar, Business Writing, Business Correspondence, Writing, Editing, Proofreading, Concision, Taking Meeting Minutes, Professionalism, Business Communication, Target Audience, Constructive Feedback

    4.3
    Rating, 4.3 out of 5 stars
    ·
    456 reviews

    Mixed · Course · 1 - 3 Months

  • G

    Google Cloud

    Preparing for Google Cloud Certification: Cloud Data Engineer Professional Certificate en Español

    Skills you'll gain: Data Lakes, Google Cloud Platform, Data Pipelines, Apache Kafka, Model Deployment, Data Processing, Dataflow, Big Data, Extract, Transform, Load, Apache Spark, Systems Design, Real Time Data, Data Integration, Data Warehousing, Data Infrastructure, Data Architecture, MLOps (Machine Learning Operations), Tensorflow, Data Management, Metadata Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    817 reviews

    Intermediate · Specialization · 3 - 6 Months

  • I

    IBM

    Introduction to R Programming for Data Science

    Skills you'll gain: Data Manipulation, Web Scraping, R Programming, Data Analysis, Data Science, Data Structures, Data Import/Export, Exploratory Data Analysis, Programming Principles, Jupyter, Integrated Development Environments

    4.5
    Rating, 4.5 out of 5 stars
    ·
    613 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Columbia University

    Introduction to Financial Engineering and Risk Management

    Skills you'll gain: Financial Market, Securities (Finance), Derivatives, Mathematical Modeling, Applied Mathematics, Capital Markets, Futures Exchange, Equities, Financial Modeling, Probability, Risk Management, Portfolio Management, Probability Distribution, Cash Flows

    4.7
    Rating, 4.7 out of 5 stars
    ·
    320 reviews

    Intermediate · Course · 1 - 3 Months

  • I

    IBM

    Project: Generative AI Applications with RAG and LangChain

    Skills you'll gain: Vector Databases, LLM Application, Retrieval-Augmented Generation, Generative AI, Embeddings, Document Management, Natural Language Processing, User Interface (UI)

    4.8
    Rating, 4.8 out of 5 stars
    ·
    219 reviews

    Intermediate · Course · 1 - 4 Weeks

  • I

    IBM

    Building Generative AI-Powered Applications with Python

    Skills you'll gain: Retrieval-Augmented Generation, LangChain, LLM Application, Hugging Face, Generative AI, OpenAI, Web Applications, Flask (Web Framework), Python Programming, Natural Language Processing, Prompt Engineering, Image Analysis

    4.6
    Rating, 4.6 out of 5 stars
    ·
    269 reviews

    Intermediate · Course · 1 - 3 Months

  • U

    University of Pennsylvania

    Culture-Driven Team Building

    Skills you'll gain: Diversity Programs, Team Building, Diversity and Inclusion, Diversity Awareness, Team Management, Diversity Equity and Inclusion Initiatives, Goal Setting, Intercultural Competence, Emotional Intelligence, Team Leadership, Team Performance Management, Workplace inclusivity, Systems Thinking, Team Motivation, Presentations, Cognitive flexibility, Culture, Case Studies, Collaboration, Cultural Diversity

    4.6
    Rating, 4.6 out of 5 stars
    ·
    1.2K reviews

    Beginner · Specialization · 3 - 6 Months

  • J

    Johns Hopkins University

    Algorithms for DNA Sequencing

    Skills you'll gain: Bioinformatics, Molecular Biology, Computational Thinking, Data Structures, Python Programming, Data Analysis, Algorithms, Life Sciences

    4.7
    Rating, 4.7 out of 5 stars
    ·
    932 reviews

    Mixed · Course · 1 - 4 Weeks

  • T

    The Museum of Modern Art

    Art & Inquiry: Museum Teaching Strategies For Your Classroom

    Skills you'll gain: Literacy, Teaching, Liberal Arts, Instructing, Emotional Intelligence, Creativity, Instructional Strategies, Art History, Student Engagement, Classroom Management, Self-Awareness, Curriculum Planning, Lesson Planning, Research, Learning Styles, Empathy, Social Studies

    4.8
    Rating, 4.8 out of 5 stars
    ·
    534 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Natural Language Processing on Google Cloud: Google Cloud
  • Modern Data Analytics with Python, Excel & Generative AI: Coursera
  • Palo Alto Networks Cybersecurity: Palo Alto Networks
  • Writing Professional Email and Memos (Project-Centered Course): Kennesaw State University
  • Preparing for Google Cloud Certification: Cloud Data Engineer Professional Certificate en Español: Google Cloud
  • Introduction to R Programming for Data Science: IBM
  • Introduction to Financial Engineering and Risk Management: Columbia University
  • Project: Generative AI Applications with RAG and LangChain: IBM
  • Building Generative AI-Powered Applications with Python: IBM
  • Culture-Driven Team Building: University of Pennsylvania

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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