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Data Analysis Courses for Beginners

Beginner data analysis courses can help you learn data collection techniques, basic statistical concepts, data visualization, and interpretation of results. You can build skills in using spreadsheets for data manipulation, creating charts for visual representation, and applying descriptive statistics to summarize findings. Many courses introduce tools like Excel, Google Sheets, and data visualization software such as Tableau, showing you how to effectively analyze and present data to support decision-making.


Popular Beginner Data Analysis Courses and Certifications


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    Real Madrid Graduate School Universidad Europea

    IA en salud y prevención de lesiones

    Skills you'll gain: AI Personalization, Medical Equipment and Technology, AI Enablement, Healthcare Ethics, Risk Modeling, Health Systems, Gynecology, Artificial Intelligence and Machine Learning (AI/ML), Physical Stamina, Risking, Accident Prevention, Predictive Modeling, Pediatrics, Emerging Technologies, Load Balancing, Real Time Data, Health Education, Machine Learning, Child Health, Machine Learning Methods

    Beginner Ā· Specialization Ā· 3 - 6 Months

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    Dartmouth College

    Machine Learning Fundamentals

    Skills you'll gain: Supervised Learning, Predictive Modeling, Logistic Regression, Statistical Modeling, Model Evaluation, Statistical Machine Learning, Machine Learning Methods, Applied Machine Learning, Machine Learning, Generative Model Architectures, Machine Learning Algorithms, Classification Algorithms, Model Optimization, Regression Analysis, Probability & Statistics

    Build toward a degree

    Intermediate Ā· Course Ā· 1 - 3 Months

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    Northeastern University

    Introduction to Machine Learning and Algorithmic Bias

    Skills you'll gain: Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Machine Learning, Governance, Data Ethics, Machine Learning Methods, Applied Machine Learning, Model Training, AI literacy, Model Evaluation, Risk Mitigation, Algorithms, Data Preprocessing, Data Collection, Regulatory Requirements, Business, Business Strategy, Data Transformation, Business Planning

    Beginner Ā· Course Ā· 1 - 4 Weeks

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    Coursera

    Design & Secure LLM APIs for Scalability

    Skills you'll gain: API Design, Application Programming Interface (API), Cloud API, AI Security, Cloud Management, Security Controls, Application Performance Management, Load Balancing, Incident Response, MLOps (Machine Learning Operations), GitHub, Python Programming, Machine Learning

    Intermediate Ā· Course Ā· 1 - 4 Weeks

  • G

    Google Cloud

    Machine Learning in the Enterprise - ķ•œźµ­ģ–“

    Skills you'll gain: MLOps (Machine Learning Operations), Model Training, Model Deployment, Data Management, Data Governance, AI Workflows, Data Store, Google Cloud Platform, Machine Learning Methods, Model Optimization, Workflow Management, Data Pipelines, Model Evaluation, AI Orchestration, Machine Learning, Feature Engineering, Data Transformation, Containerization

    Intermediate Ā· Course Ā· 1 - 3 Months

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    Google Cloud

    ē”Ÿęˆ AI: åŸŗęœ¬ę¦‚åæµć®ē†č§£

    Skills you'll gain: AI Security, Responsible AI, Generative AI, Large Language Modeling, Google Cloud Platform, Generative Model Architectures, Unstructured Data, Artificial Intelligence, AI literacy, Artificial Intelligence and Machine Learning (AI/ML), Data Quality, Machine Learning, Business Solutions

    Beginner Ā· Course Ā· 1 - 4 Weeks

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    Google Cloud

    Machine Learning in the Enterprise - ę—„ęœ¬čŖžē‰ˆ

    Skills you'll gain: Data Preprocessing, Model Deployment, MLOps (Machine Learning Operations), Google Cloud Platform, Model Training, Data Governance, Data Management, Data Processing, AI Workflows, Model Optimization, Machine Learning Methods, Workflow Management, Model Evaluation, Applied Machine Learning, Data Pipelines, Machine Learning, Feature Engineering

    Intermediate Ā· Course Ā· 1 - 3 Months

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    Google Cloud

    ģƒģ„±ķ˜• AI: źø°ė³ø ź°œė… ģ“ķ•“

    Skills you'll gain: Generative AI, Responsible AI, Generative Model Architectures, AI Security, Google Cloud Platform, Unstructured Data, AI Integrations, Large Language Modeling, Model Training, Machine Learning

    Beginner Ā· Course Ā· 1 - 4 Weeks

  • G

    Google Cloud

    Introduction to AI and Machine Learning on GC - Deutsch

    Skills you'll gain: Generative AI Agents, Google Cloud Platform, Generative AI, MLOps (Machine Learning Operations), Cloud Infrastructure, AI Workflows, AI Orchestration, Agentic Workflows, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Prompt Engineering, Model Training, Applied Machine Learning, Infrastructure Architecture, Model Deployment, Predictive Modeling, Machine Learning

    Beginner Ā· Course Ā· 1 - 3 Months

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    Packt

    AI Engineering and Deployment

    Skills you'll gain: Model Deployment, Tensorflow, Generative AI Agents, Recurrent Neural Networks (RNNs), BeeAI, Transfer Learning, Deep Learning, Convolutional Neural Networks, AI Orchestration, Application Deployment, Artificial Neural Networks, Responsible AI, Agentic Workflows, Agentic systems, Data Ethics, Model Training, Scalability, Model Optimization, Applied Machine Learning, Machine Learning

    Advanced Ā· Course Ā· 1 - 4 Weeks

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    LearnQuest

    ģøź³µ ģ§€ėŠ„ ė°ģ“ķ„° 공정성 ė° ķŽøķ–„

    Skills you'll gain: Data Ethics, Responsible AI, Machine Learning, Data Collection, Game Theory, Algorithms, Artificial Intelligence, Predictive Modeling, Mitigation

    Beginner Ā· Course Ā· 1 - 4 Weeks

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    Google Cloud

    BigQuery Machine Learning für Inferenzen nutzen

    Skills you'll gain: Big Data, Analytics, Data Analysis, Applied Machine Learning, Model Training, MLOps (Machine Learning Operations), Data-Driven Decision-Making, Google Cloud Platform, Model Deployment, Machine Learning

    Beginner Ā· Course Ā· 1 - 4 Weeks

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In summary, here are 10 of our most popular data analysis courses

  • IA en salud y prevención de lesiones:Ā Real Madrid Graduate School Universidad Europea
  • Machine Learning Fundamentals:Ā Dartmouth College
  • Introduction to Machine Learning and Algorithmic Bias:Ā Northeastern University
  • Design & Secure LLM APIs for Scalability:Ā Coursera
  • Machine Learning in the Enterprise - ķ•œźµ­ģ–“:Ā Google Cloud
  • ē”Ÿęˆ AI: åŸŗęœ¬ę¦‚åæµć®ē†č§£:Ā Google Cloud
  • Machine Learning in the Enterprise - ę—„ęœ¬čŖžē‰ˆ:Ā Google Cloud
  • ģƒģ„±ķ˜• AI: źø°ė³ø ź°œė… ģ“ķ•“:Ā Google Cloud
  • Introduction to AI and Machine Learning on GC - Deutsch:Ā Google Cloud
  • AI Engineering and Deployment:Ā Packt

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