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Big Data Courses

Big Data courses can help you learn data analysis, data visualization, statistical modeling, and data mining techniques. You can build skills in interpreting large datasets, designing data-driven strategies, and utilizing machine learning algorithms. Many courses introduce tools like Hadoop, Spark, and Tableau, that support processing vast amounts of information and presenting insights effectively. Additionally, you may explore topics such as data warehousing, predictive analytics, and the ethical implications of data usage.


Popular Big Data Courses and Certifications


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    Packt

    Advanced AWS Architecture: Identity, Networking and Design

    Skills you'll gain: Security Controls, Authentications, Security Requirements Analysis, Identity and Access Management, AWS Identity and Access Management (IAM), Network Planning And Design, Authorization (Computing), Disaster Recovery, Network Architecture, Infrastructure Security, Cloud Computing Architecture, Amazon Web Services, Virtual Private Networks (VPN), Solution Architecture, Data Security, Multi-Tenant Cloud Environments, Network Security, Distributed Computing, Cloud Security, Cloud Solutions

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Python NLTK for Beginners: Customer Satisfaction Analysis

    Skills you'll gain: Text Mining, Unstructured Data, Data Analysis, Natural Language Processing, Pandas (Python Package), Data Manipulation, Data Preprocessing, Python Programming

    4.8
    Rating, 4.8 out of 5 stars
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    13 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    Packt

    Recommender Systems

    Skills you'll gain: Recurrent Neural Networks (RNNs), Model Evaluation, AI Personalization, Data Manipulation, Apache Spark, Tensorflow, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Data Preprocessing, Machine Learning Methods, Data Wrangling, Natural Language Processing, AWS SageMaker, Scalability, Applied Machine Learning, Data Processing, Autoencoders, Data Cleansing, Dimensionality Reduction, Machine Learning

    4.3
    Rating, 4.3 out of 5 stars
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    7 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Dartmouth College

    Organizing for Digital Transformation

    Skills you'll gain: Digital Transformation, Business Transformation, Business Modeling, Technology Strategies, Organizational Development, Organizational Change, AI Enablement, Organizational Strategy, Data Strategy, Organizational Structure, Organizational Effectiveness, Performance Metric, Performance Measurement, AI Product Strategy, Business Metrics, Business Leadership, Analytics, Infrastructure Architecture, Gap Analysis, Data-Driven Decision-Making

    Beginner · Course · 1 - 4 Weeks

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    Madecraft

    AI for Business: Practical Applications

    Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, Generative AI, Responsible AI, Large Language Modeling, AI Personalization, Brand Strategy, Business Process Automation, MarTech, AI Enablement, Marketing, AI literacy, Artificial Intelligence and Machine Learning (AI/ML), Business Solutions, AI Workflows, Digital Marketing, Automation, Content Creation, Data Ethics, Customer Engagement

    Beginner · Specialization · 1 - 3 Months

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    Simplilearn

    DevOps Foundations Training

    Skills you'll gain: Git (Version Control System), Version Control, DevSecOps, Devops Tools, DevOps, CI/CD, Open Web Application Security Project (OWASP), Continuous Delivery, IT Automation, Collaborative Software, Continuous Integration, Agile Methodology, Secure Coding, Application Security, Continuous Deployment, Security Software, Agile Software Development, Automation, Real Time Data, Control Systems

    Beginner · Course · 1 - 3 Months

  • Status: Free
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    Coursera

    Aerial Image Segmentation with PyTorch

    Skills you'll gain: PyTorch (Machine Learning Library), Convolutional Neural Networks, Fine-tuning, Transfer Learning, Model Evaluation, Image Analysis, Model Training, Computer Vision, Applied Machine Learning, Deep Learning, Python Programming

    4
    Rating, 4 out of 5 stars
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    32 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    EDUCBA

    Investment Planning and Portfolio Analysis

    Skills you'll gain: Technical Analysis, Financial Statement Analysis, Investments, Financial Industry Regulatory Authorities, Financial Statements, Financial Market, Investment Management, Securities (Finance), Portfolio Management, Financial Analysis, Portfolio Risk, Market Data, Financial Regulations, Financial Regulation, Equities, Market Trend, Corporate Finance, Return On Investment, Financial Planning, Risk Modeling

    Mixed · Course · 1 - 3 Months

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    University of Colorado Boulder

    Advances in Generative AI

    Skills you'll gain: Agentic systems, Generative AI Agents, AI Orchestration, AI Workflows, Generative AI, Responsible AI, Agentic Workflows, Generative Model Architectures, Security Management, AI Security, Large Language Modeling, Data Ethics, Risking, Verification And Validation, Fine-tuning, Model Evaluation, Scalability

    Intermediate · Course · 1 - 3 Months

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    Pragmatic AI Labs

    Build a Production SaaS Application with AI

    Skills you'll gain: Docker (Software), CI/CD, Containerization, LLM Application, Continuous Integration, Software As A Service, Product Development, Continuous Deployment, Commercialization, Large Language Modeling, Strategic Marketing, Software Development, Marketing Strategies, Application Deployment, Product Planning, Go To Market Strategy, API Design, Generative AI, Software Testing, GitHub

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Career Development for Multimodal Intelligence

    Skills you'll gain: Vision Transformer (ViT), Generative Model Architectures, Model Optimization, MLOps (Machine Learning Operations), Generative AI, AI Integrations, Large Language Modeling, Model Deployment, Model Training, Tensorflow, PyTorch (Machine Learning Library), Embeddings, Retrieval-Augmented Generation, Image Analysis, Deep Learning, Applied Machine Learning, Computer Vision, Natural Language Processing, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Learn Bitcoin, Blockchain & Crypto Basics

    Skills you'll gain: Blockchain, Cryptography, FinTech, Digital Assets, Cryptographic Protocols, Payment Systems, Encryption, Financial Systems, Investments, Transaction Processing, Finance, Financial Regulation, Regulatory Compliance, Market Dynamics

    Mixed · Course · 1 - 3 Months

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

  • Advanced AWS Architecture: Identity, Networking and Design: Packt
  • Python NLTK for Beginners: Customer Satisfaction Analysis: Coursera
  • Recommender Systems: Packt
  • Organizing for Digital Transformation: Dartmouth College
  • AI for Business: Practical Applications: Madecraft
  • DevOps Foundations Training: Simplilearn
  • Aerial Image Segmentation with PyTorch : Coursera
  • Investment Planning and Portfolio Analysis: EDUCBA
  • Advances in Generative AI: University of Colorado Boulder
  • Build a Production SaaS Application with AI: Pragmatic AI Labs

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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