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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


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    EDUCBA

    Analyze Big Data Using Apache Impala SQL

    Skills you'll gain: Big Data, SQL, Test Case, Apache Hadoop, Analytics, Database Design, Data Analysis, Query Languages, Databases, Relational Databases, Database Management, Data Manipulation, Apache, Metadata Management

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Analyze and Apply Cost & Performance Management Concepts

    Skills you'll gain: Management Accounting, Forecasting, Cost Accounting, Budget Management, Budgeting, Performance Measurement, Variance Analysis, Internal Controls, Performance Management, Cost Control, Cost Management, Operating Budget, Management Reporting, Profit and Loss (P&L) Management, Resource Allocation, Cost Estimation, Financial Controls, Risk Management, Financial Analysis, Customer Analysis

    Beginner · Course · 1 - 3 Months

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    Coursera

    Financial Forecasts: Learn from Errors

    Skills you'll gain: Financial Forecasting, Forecasting, Procedure Development, Model Evaluation, Financial Modeling, Continuous Improvement Process, Quality Improvement, Project Documentation, Process Improvement and Optimization, Root Cause Analysis, Knowledge Transfer, Analysis, Data Validation, Data Integrity

    Intermediate · Course · 1 - 4 Weeks

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    Edureka

    LLM Engineering: Prompting, Fine-Tuning, Optimization & RAG

    Skills you'll gain: Retrieval-Augmented Generation, Prompt Engineering, Multimodal Prompts, Prompt Patterns, Prompt Engineering Tools, LLM Application, Model Evaluation, LangChain, Large Language Modeling, Hugging Face, Transfer Learning, Model Deployment, Responsible AI, Performance Tuning, AI Workflows, Generative AI, LangGraph, Embeddings, Context Management, Vector Databases

    Intermediate · Specialization · 3 - 6 Months

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    Logical Operations

    Python Data Science: pandas, Matplotlib, and Seaborn

    Skills you'll gain: Seaborn, Matplotlib, Data Transformation, Plot (Graphics), Pandas (Python Package), Data Manipulation, Data Visualization Software, NumPy, Data Visualization, Data Analysis, Scatter Plots, Data Science, Jupyter, Graphing, Data Processing, Box Plots, Python Programming, Computer Programming, Computer Programming Tools, Software Development

    Mixed · Course · 1 - 4 Weeks

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    Microsoft

    Microsoft Fabric: Data Governance, Security, and Analytics

    Skills you'll gain: Microsoft Azure, Data Governance, Real Time Data, Data Lakes, Microsoft SQL Servers, Compliance Management, Metadata Management, Data Architecture, Data Security, Power BI, Operational Databases, System Monitoring, Identity and Access Management, Event-Driven Programming

    Intermediate · Course · 1 - 3 Months

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    The Museum of Modern Art

    Art & Activity: Interactive Strategies for Engaging with Art

    Skills you'll gain: Design Thinking, Creative Thinking, Learning Styles, Learning Strategies, Empathy, Self-Awareness, Analytical Skills, Writing

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    Rating, 4.8 out of 5 stars
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    1.3K reviews

    Intermediate · Course · 1 - 4 Weeks

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    ISSA (International Sports Sciences Association)

    The Building Blocks of Nutrition for Fitness

    Skills you'll gain: Nutrition Counseling, Nutrition and Diet, Clinical Nutrition, Nutrition Education, Nutritional Assessment, Exercise Science, Sports Medicine, Health And Wellness Coaching, Coaching, Health Assessment, Health Education, Biochemistry, Psychology, Physiology, Mental and Behavioral Health, Athletic Training, Health Care

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Design and Apply Generative AI for HR Performance

    Skills you'll gain: Prompt Engineering, ChatGPT, Responsible AI, Generative AI, Human Resources Management and Planning, AI Product Strategy, AI Personalization, LLM Application, AI Enablement, Employee Coaching, HR Tech, Coaching, Performance Metric, Artificial Intelligence, AI Security, Constructive Feedback, Change Management, Capacity Management, Business Ethics, Ethical Standards And Conduct

    Beginner · Specialization · 1 - 3 Months

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    EDHEC Business School

    Introduction to Portfolio Construction and Analysis with Python

    Skills you'll gain: Investment Management, Portfolio Management, Portfolio Risk, Investments, Return On Investment, Asset Management, Risk Analysis, Financial Modeling, Risk Management, Financial Analysis, NumPy, Python Programming, Simulations, Pandas (Python Package), Matplotlib, Data Manipulation

    4.8
    Rating, 4.8 out of 5 stars
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    Mixed · Course · 1 - 4 Weeks

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    Coursera

    Agile Principles and Scrum Roles

    Skills you'll gain: Scrum (Software Development), Team Building, Team Management, Backlogs, Agile Project Management, Agile Methodology, Sprint Retrospectives, Team Leadership, Sprint Planning, User Story, Cross-Functional Collaboration, Case Studies, Project Management, Resilience

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Run Campaign Cycles

    Skills you'll gain: Campaign Management, Advertising Campaigns, Data Storytelling, Key Performance Indicators (KPIs), Marketing Strategies, Marketing Analytics, Project Management Life Cycle, Performance Metric, Marketing Planning, Performance Reporting, Data-Driven Decision-Making, Project Closure, Search Engine Optimization, Goal Setting

    Intermediate · Course · 1 - 4 Weeks

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

  • Analyze Big Data Using Apache Impala SQL: EDUCBA
  • Analyze and Apply Cost & Performance Management Concepts: EDUCBA
  • Financial Forecasts: Learn from Errors: Coursera
  • LLM Engineering: Prompting, Fine-Tuning, Optimization & RAG: Edureka
  • Python Data Science: pandas, Matplotlib, and Seaborn: Logical Operations
  • Microsoft Fabric: Data Governance, Security, and Analytics: Microsoft
  • Art & Activity: Interactive Strategies for Engaging with Art: The Museum of Modern Art
  • The Building Blocks of Nutrition for Fitness: ISSA (International Sports Sciences Association)
  • Design and Apply Generative AI for HR Performance: EDUCBA
  • Introduction to Portfolio Construction and Analysis with Python: EDHEC Business School

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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