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Kalita, Jugal K.
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1

Data preparation:

, In: Fundamentals of Data Science,
Kalita, Jugal K. ; Bhattacharyya, Dhruba K. ; Roy, Swarup - p. 31-46 , 2024
Link: https://doi.org/10.1016/..
 
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2

Introduction:

, In: Fundamentals of Data Science,
Kalita, Jugal K. ; Bhattacharyya, Dhruba K. ; Roy, Swarup - p. 1-13 , 2024
Link: https://doi.org/10.1016/..
 
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3

Classification:

, In: Fundamentals of Data Science,
Kalita, Jugal K. ; Bhattacharyya, Dhruba K. ; Roy, Swarup - p. 91-119 , 2024
Link: https://doi.org/10.1016/..
 
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4

Artificial neural networks:

, In: Fundamentals of Data Science,
Kalita, Jugal K. ; Bhattacharyya, Dhruba K. ; Roy, Swarup - p. 121-160 , 2024
Link: https://doi.org/10.1016/..
 
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5

Big Data analysis:

, In: Fundamentals of Data Science,
Kalita, Jugal K. ; Bhattacharyya, Dhruba K. ; Roy, Swarup - p. 259-276 , 2024
Link: https://doi.org/10.1016/..
 
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6

Regression:

, In: Fundamentals of Data Science,
Kalita, Jugal K. ; Bhattacharyya, Dhruba K. ; Roy, Swarup - p. 69-89 , 2024
Link: https://doi.org/10.1016/..
 
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7

Association-rule mining:

, In: Fundamentals of Data Science,
Kalita, Jugal K. ; Bhattacharyya, Dhruba K. ; Roy, Swarup - p. 233-258 , 2024
Link: https://doi.org/10.1016/..
 
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8

Feature selection:

, In: Fundamentals of Data Science,
Kalita, Jugal K. ; Bhattacharyya, Dhruba K. ; Roy, Swarup - p. 161-179 , 2024
Link: https://doi.org/10.1016/..
 
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9

Data, sources, and generation:

, In: Fundamentals of Data Science,
Kalita, Jugal K. ; Bhattacharyya, Dhruba K. ; Roy, Swarup - p. 15-30 , 2024
Link: https://doi.org/10.1016/..
 
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10

Data Science in practice:

, In: Fundamentals of Data Science,
Kalita, Jugal K. ; Bhattacharyya, Dhruba K. ; Roy, Swarup - p. 277-294 , 2024
Link: https://doi.org/10.1016/..
 
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11

Ensemble learning:

, In: Fundamentals of Data Science,
Kalita, Jugal K. ; Bhattacharyya, Dhruba K. ; Roy, Swarup - p. 215-232 , 2024
Link: https://doi.org/10.1016/..
 
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12

Cluster analysis:

, In: Fundamentals of Data Science,
Kalita, Jugal K. ; Bhattacharyya, Dhruba K. ; Roy, Swarup - p. 181-214 , 2024
Link: https://doi.org/10.1016/..
 
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13

Acknowledgment:

, In: Fundamentals of Data Science,
Kalita, Jugal K. ; Bhattacharyya, Dhruba K. ; Roy, Swarup - p. xxi , 2024
Link: https://doi.org/10.1016/..
 
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14

Conclusion:

, In: Fundamentals of Data Science,
Kalita, Jugal K. ; Bhattacharyya, Dhruba K. ; Roy, Swarup - p. 295-296 , 2024
Link: https://doi.org/10.1016/..
 
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15

Machine learning:

, In: Fundamentals of Data Science,
Kalita, Jugal K. ; Bhattacharyya, Dhruba K. ; Roy, Swarup - p. 47-68 , 2024
Link: https://doi.org/10.1016/..
 
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