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DT-1 PPT.pptx

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DT-1 PPT.pptx

  1. 1. DISCOVER . LEARN . EMPOWER INSTITUTE - UIE DEPARTMENT- ACADEMIC UNIT-III (Engineering-UG Programs) DISRUPTIVE TECHNOLOGIES-I (22ECH-102) By: Dr. Rajanish Kumar Kaushal NOLOGIES-1
  2. 2. Disruptive Technology
  3. 3. DISRUPTIVE TECHNOLOGIES-1 OBJECTIVE & LEARNING OUTCOMES OBJECTIVE To develop an understanding of the building blocks of AI, Data Science/Analytics, and Cloud Computing as presented in terms of intelligent agents: search, knowledge representation, inference, logic, and learning. CO No. TITLE CO1 Recognise the characteristics of disruptive technologies and understand building blocks of data science, artificial intelligence, and machine learning. CO2 Describe AI/ML algorithms and techniques to demonstrate its applications. CO3 Experiment with effective data visualizations, and explain how to work with data through the entire data science process. CO4 Analyse and evaluate solutions to address real time problems using AI/ML for different applications. CO5 Design, formulate and integrate in a team that can propose, a solution for their selected domain.
  4. 4. Level-1/Unit-1 4 Sr. No. Experiment Name Task 1 Explore data pre-processing packages and AIML algorithms. Task 2 Explore, visualize, transform and summarize input datasets for building Classification/regression/prediction models. Task 3 Understand supervised learning to train and develop classifier models. Task 4 Build a classification model by using different machine learning algorithms.
  5. 5. 6
  6. 6. Experiment-1 Explore data pre-processing packages and AIML algorithms.
  7. 7. Working on CSV file (Exp-1B)
  8. 8. Data Visualization using Matplotlib First:
  9. 9. Example-1
  10. 10. Example-2
  11. 11. Example-3 (bar plot)
  12. 12. Example-4
  13. 13. Example-5 (Horizontal bar plot)
  14. 14. Example-6 (scatter plot)
  15. 15. THANK YOU

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