Data science

Top-level directory

• Data Level 4-5

  • Level_4_in DATA_UNIT 1 PROGRAMMING WITH PYTHON.pdf

  • level_4_in DATA_UNIT 2 LINEAR ALGEBRA AND CALCULUS.pdf

  • Level_4_in DATA_UNIT 3 INTRODUCTION TO DATA SCIENCE.pdf

  • Level_4_in DATA_UNIT 4 DATABASE SYSTEMS.pdf

  • Level_4_in DATA_UNIT 5 STATISTICAL METHODS FOR DATA SCIENCE.pdf

  • Level_4_in DATA_UNIT 6 MACHINE LEARNING FOUNDATIONS.pdf

  • Level_5_in DATA_UNIT 7 DATA VISUALIZATION AND COMMUNICATION.pdf

  • Level_5_in DATA_UNIT 8 DATA MINING AND BIG DATA ANALYTICS.pdf

  • Level_5_in DATA_UNIT 9 DATA ETHICS AND PRIVACY.pdf

  • Level_5_in DATA_UNIT 10 ADVANCED DATA ANALYTICS.pdf

  • Level_5_in DATA_UNIT 11 DATA SCIENCE CAPSTONE PROJECT.pdf

  • Level_5_in DATA_UNIT 12 PROFESSIONAL DEVELOPMENT IN DATA SCIENCE.pdf

• Data Level 6

  • Data_level_6_UNIT 1 ADVANCED PROGRAMMING FOR DATA SCIENCE.pdf

  • Data_level_6_UNIT 2 ADVANCED MACHINE LEARNING AND DEEPLEARNING.pdf

  • Data_level_6_UNIT 3 CLOUD COMPUTING AND DATA ENGINEERING.pdf

  • Data_level_6_UNIT 4 DATA ENGINEERING AND BIG DATA TECHNOLOGIES.pdf

  • Data_level_6_UNIT 5 ETHICS, GOVERNANCE AND DATA SECURITY.pdf

  • Data_level_6_UNIT 6 CAPSTONE PROJECT APPLIED DATA SCIENCE SOLUTIONS.pdf

• Data Level 7

  • Data_level_7_UNIT 1 NATURAL LANGUAGE PROCESSING AND TEXT ANALYTICS.pdf

  • Data_level_7_UNIT 2 ADVANCED STATISTICAL MODELLING AND INFERENCE.pdf

  • Data_level_7_UNIT 3 ARTIFICIAL INTELLIGENCE AND AUTONOMOUS SYSTEMS.pdf

  • Data_level_7_UNIT 4 ETHICAL AI AND RESPONSIBLE INNOVATION.pdf

  • Data_level_7_UNIT 5 STRATEGIC DATA LEADERSHIP AND INNOVATION.pdf

  • Data_level_7_UNIT 6 RESEARCH PROJECT MASTER S THESIS.pdf