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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


  • D

    DeepLearning.AI

    PyTorch: Fundamentals

    Skills you'll gain: Convolutional Neural Networks, Data Quality, Data Manipulation, Image Analysis, Data Pipelines, Dataflow, Applied Machine Learning, Data Preprocessing, Model Training, Model Optimization, AI Workflows, Model Evaluation, Machine Learning

    ★ 4.8 (102) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • C

    Coursera

    اساسيات قواعد البيانات باستخدام Airtable

    Skills you'll gain: Database Application, Database Software, Database Management, Interactive Data Visualization, Databases, Database Design, Relational Databases, Database Management Systems

    ★ 4.1 (7) · Intermediate · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • J

    John Wiley & Sons

    CompTIA DataX Study Guide

    Skills you'll gain: Supervised Learning, Statistical Methods, Exploratory Data Analysis, Data Preprocessing, Model Evaluation, Data Processing, Data Quality, Model Deployment, Data Transformation, Machine Learning Methods, Image Analysis, Statistics, Statistical Machine Learning, Data Analysis, Data Science, MLOps (Machine Learning Operations), Applied Machine Learning, Unsupervised Learning, Computer Vision, Machine Learning Algorithms

    Beginner · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • U

    University of Illinois Urbana-Champaign

    Financial Analysis of Scenarios and Decisions

    Skills you'll gain: Budget Management, Variance Analysis, Performance Measurement, Management Accounting, Return On Investment, Financial Data, Cost Management, Budgeting, Financial Analysis, Cost Control, Financial Acumen, Cost Accounting, Performance Metric, Operating Budget, Cost Benefit Analysis, Performance Management, Operational Performance Management, General Accounting, Data Analysis, Planning

    ★ 4.8 (130) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • E

    ESSEC Business School

    Demand management: Breaking down today’s commercial silos

    Skills you'll gain: Revenue Management, Hospitality Management, Digital Marketing, Data-Driven Decision-Making, Demand Generation, Asset Management, Marketing, Hospitality, Revenue Forecasting, Demand Planning, Marketing Channel, Forecasting, Business Valuation, Return On Investment

    ★ 4.7 (378) · Mixed · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • P

    Packt

    Applied NLP and Generative AI

    Skills you'll gain: Prompt Engineering, Vector Databases, Retrieval-Augmented Generation, Fine-tuning, Model Evaluation, Hugging Face, Generative AI, Dimensionality Reduction, Model Optimization, Natural Language Processing, OpenAI API, Data Preprocessing, Embeddings, Classification Algorithms, Text Mining, Applied Machine Learning, Statistical Machine Learning, Deep Learning, Scikit Learn (Machine Learning Library), Machine Learning Algorithms

    Intermediate · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • A

    Automatic Data Processing, Inc. (ADP)

    ADP AIRS® Entry-Level Recruiter

    Skills you'll gain: Recruitment, Talent Recruitment, Talent Pipelining, Applicant Tracking Systems, Recruitment Strategies, Relationship Building, Compensation Strategy, Talent Sourcing, Performance Metric, Compensation and Benefits, Job Analysis, Talent Acquisition, Consultative Approaches, Process Improvement, Change Management, Compensation Management, Coordination, Key Performance Indicators (KPIs), Personal Attributes, Professional Networking

    ★ 4.7 (74) · Beginner · Professional Certificate · 3 - 6 Months

    Category: Top AI Program
    Top AI Program
  • E

    Edureka

    Advanced Tokenization and Sentiment Analysis

    Skills you'll gain: Natural Language Processing, Data Ethics, Responsible AI, Text Mining, Large Language Modeling, Model Evaluation, Embeddings, Fine-tuning, Transfer Learning, Artificial Intelligence and Machine Learning (AI/ML), Time Series Analysis and Forecasting, Data Analysis, Unstructured Data, Data Cleansing, Data Processing, Classification Algorithms, Applied Machine Learning, Deep Learning, Unified Modeling Language, Machine Learning Algorithms

    Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • U

    University of Colorado Boulder

    Trees and Graphs: Basics

    Skills you'll gain: Graph Theory, Data Structures, Algorithms, Tree Maps, Theoretical Computer Science, Analysis, Python Programming

    ★ 4.6 (191) · Advanced · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
    Category: Build toward a degree
    Build toward a degree
  • U

    University of Michigan

    Building Web Applications in Django

    Skills you'll gain: Django (Web Framework), Back-End Web Development, Database Application

    ★ 4.7 (785) · Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • B

    Board Infinity

    Deep Learning: Advanced Backbones and Efficient GPU Training

    Skills you'll gain: PyTorch (Machine Learning Library), Fine-tuning, Deep Learning, Vision Transformer (ViT), Transfer Learning, Convolutional Neural Networks, Model Optimization, Model Training, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Performance Tuning, Distributed Computing, Data Preprocessing, Embeddings

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free Trial
    Free Trial
  • E

    Emory University

    Introduction to Social Media Analytics

    Skills you'll gain: Social Media Analytics, Social Media Marketing, Social Media, Marketing Analytics, Social Media Management, Customer Analysis, Consumer Behaviour, Data Mining, Customer Insights, Market Analysis, Data Analysis Software, Trend Analysis, Research, Peer Review

    ★ 4.3 (112) · Mixed · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
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In summary, here are 10 of our most popular big data courses

  • PyTorch: Fundamentals: DeepLearning.AI
  • اساسيات قواعد البيانات باستخدام Airtable: Coursera
  • CompTIA DataX Study Guide: John Wiley & Sons
  • Financial Analysis of Scenarios and Decisions: University of Illinois Urbana-Champaign
  • Demand management: Breaking down today’s commercial silos: ESSEC Business School
  • Applied NLP and Generative AI: Packt
  • ADP AIRS® Entry-Level Recruiter: Automatic Data Processing, Inc. (ADP)
  • Advanced Tokenization and Sentiment Analysis: Edureka
  • Trees and Graphs: Basics: University of Colorado Boulder
  • Building Web Applications in Django: University of Michigan

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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