COLOPHON 2 TABLE OF CONTENT 3 SCOPE AND PURPOSE 5 FOREWORD 6 1. INTRODUCTION TO BIG DATA 81.1. WHAT IS BIG DATA? 81.2. VALUE OF BIG DATA 91.3. A SHORT HISTORY OF BIG DATA 111.4. BIG DATA CHARACTERISTICS 131.5. DATA ANALYSIS, ANALYTICS, BUSINESS INTELLIGENCE AND BIG DATA 141.6. DIFFERENT DATA TYPES 181.7. DATA PRODUCTS AND BIG DATA SOLUTIONS 201.8. ARTIFICIAL INTELLIGENCE 211.9. MACHINE LEARNING 232. THE BIG DATA FRAMEWORK 252.1. WHY A BIG DATA FRAMEWORK? 252.2. THE STRUCTURE OF THE BIG DATA FRAMEWORK 262.3. WORKING WITH THE BIG DATA FRAMEWORK 292.4. BIG DATA MATURITY ASSESSMENT 303. BIG DATA STRATEGY 333.1. BIG DATA AS COMPETITIVE STRATEGY 333.2. BUSINESS DRIVERS FOR BIG DATA 353.3. FORMULATING A BIG DATA STRATEGY 393.4. THE BIG DATA STRATEGY DOCUMENT CHECKLIST 444. BIG DATA ARCHITECTURE 464.1. INTRODUCTION TO BIG DATA ARCHITECTURE 464.2. THE NIST BIG DATA REFERENCE ARCHITECTURE 464.3. DISTRIBUTED DATA STORAGE AND PROCESSING 524.4. BIG DATA STORAGE 544.5. BIG DATA ANALYSIS ARCHITECTURE 564.6. HADOOP OPEN-SOURCE SOFTWARE FRAMEWORK 575. BIG DATA ALGORITHMS 605.1. INTRODUCTION TO ALGORITHMS 605.2. DESCRIPTIVE STATISTICS 615.3. STATISTICAL INFERENCE 705.4. CORRELATION 725.5. REGRESSION 735.6. CLASSIFICATION 755.7. CLUSTERING 765.8. OUTLIER DETECTION 785.9. DATA VISUALIZATION 796. BIG DATA PROCESSES 856.1. INTRODUCTION TO BIG DATA PROCESSES 856.2. DATA ANALYSIS PROCESS 876.3. DATA GOVERNANCE PROCESS 936.4. DATA MANAGEMENT PROCESS 957. BIG DATA FUNCTIONS 997.1. INTRODUCTION TO BIG DATA FUNCTIONS 997.2. DESIGNING A BIG DATA ORGANIZATION 1007.3. ROLES AND RESPONSIBILITIES IN BIG DATA TEAMS 1037.4. BIG DATA SKILLS 1057.5. ORGANIZATION SUCCESS FACTORS FOR BIG DATA 1078. ARTIFICIAL INTELLIGENCE 1098.1. INTRODUCTION TO ARTIFICIAL INTELLIGENCE 1098.2. ARTIFICIAL INTELLIGENCE IN ENTERPRISES 1118.3. COGNITIVE ANALYTICS 1128.4. CAPABILITIES IN ARTIFICIAL INTELLIGENCE8.5. DEEP LEARNING8.6. NEXT STEPSREFERENCESThe Enterprise Big Data Professional guide provides an entry-level overview of the fundamental concepts that define Big Data.The EBDP certification provides delegates with a strong foundation of the fundamental concepts and theories of Big Data. The curriculum of this course focuses on the six core modules of the Big Data Framework and discusses fundamental theories in statistics and machine learning. This certification is a pre-requisite for all of the other courses.The EBDP certification provides delegates with a strong foundation of the fundamental concepts and theories of Big Data. The curriculum of this course focuses on the six core modules of the Big Data Framework and discusses fundamental theories in statistics and machine learning. This certification is a pre-requisite for all of the other courses.