Important RGPV Question
AL-702 (C) Predictive Analysis
VII Sem, AIML
UNIT-I
Q.1 Explain the steps for building a successful data product strategy. (RGPV Nov 2023)
Q.2 Explain the different types of data products based on their functionality with suitable example. (RGPV Nov 2023)
UNIT-II
Q.1 What steps are involved in converting a string to a JSON Array? Explain with a code. (RGPV Nov 2023)
Q.2 What are CSV and JSNO files in Python? Explain how you will read these files in python? (RGPV Nov 2023)
Q.3 What is Data Extraction? Explain Data Extraction Tools and Techniques available in python. (RGPV Nov 2023)
Q.4 Explain the different libraries available for Text processing in Python. (RGPV Nov 2023)
UNIT-III
Q.1 Write a Python code to inverse the matrix using Python libraries. (RGPV Nov 2023)
Q.2 Write a Python program to display a bar chart for the below marks scored by the student: (RGPV Nov 2023)
Q.3 Calculate the average, variance and standard deviation in Python using NumPy. (RGPV Nov 2023)
Q.4 What is the main purpose of Matplotlib? Explain its application in data visualization. (RGPV Nov 2023)
UNIT-IV
Q.1 Explain how you will implement Linear Regression using Gradient Descent. (RGPV Nov 2023)
Q.2 Explain the steps involved in using a gradient descent technique in TensorFlow. (RGPV Nov 2023)
UNIT-V
Q.1 Explain precision and recall classification with help of example. (RGPV Nov 2023)
Q.2 Explain different methods for evaluating classifiers with help of example. (RGPV Nov 2023)
Extra Question
Q.1 Write a short note on any two: (RGPV Nov 2023)
i) Beautiful Soup Library
ii) JSON Parser
iii) Mini-Batch Gradient Descent
iv) Overfitting and Underfitting
— Best of Luck for Exam —
