Fundamentals for Data Science, Vol. I
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Fundamentals for Data Science, Vol. I
Chattopadhyay, Bhargab; Maiti, Tapabrata; Majumder, Prasenjit; Chattopadhyay, Gaurangadeb
Springer Verlag, Singapore
05/2026
216
Dura
Inglês
9789819573691
Pré-lançamento - envio 15 a 20 dias após a sua edição
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Chapter 1. Introduction to R (by Kaustav Banerjee, IIM Lucknow).- Chapter 2. Introduction to Python (by Swarup Dey, Xoriant Solutions).- Chapter 3. Probability (by Parthanil Roy, ISI Bangalore).- Chapter 4. Probability Distributions (by Apratim Guha, XLRI Jamshedpur).- Chapter 5. Linear Algebra (by Debjit Sengupta, Xavier's University Kolkata).- Chapter 6. Exploratory Data Analysis (by Soutir Bandyopadhyay, Colorado School of Mines).- Chapter 7. Sampling Methods (by Bhargab Chattopadhyay, IIT Jodhpur).- Chapter 8. Parametric Statistical Inference (by Aniket Biswas, Dibrugarh University).- Chapter 9. Case Study on Nonparametric Testing titled "Computer Supplier Bilking the IT Department: An Example of Fleecing of State Fund" (by Nitis Mukhopadhyay, University of Connecticut).- Chapter 10. Causal Inference (by Ambarish Chattopadhyay, Stanford University).- Chapter 11. Regression Analysis (by Erina Paul, Merck & Co.).
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Statistics for Management;Business Statistics and Analytics;Data Analytics;Analytical methods;Statistical methods;Introduction to Data Analytics;Statistics and Probability;Data Visualization;Predictive Analytics;Python and R Programming;Machine Learning;Business Model Evaluation
Chapter 1. Introduction to R (by Kaustav Banerjee, IIM Lucknow).- Chapter 2. Introduction to Python (by Swarup Dey, Xoriant Solutions).- Chapter 3. Probability (by Parthanil Roy, ISI Bangalore).- Chapter 4. Probability Distributions (by Apratim Guha, XLRI Jamshedpur).- Chapter 5. Linear Algebra (by Debjit Sengupta, Xavier's University Kolkata).- Chapter 6. Exploratory Data Analysis (by Soutir Bandyopadhyay, Colorado School of Mines).- Chapter 7. Sampling Methods (by Bhargab Chattopadhyay, IIT Jodhpur).- Chapter 8. Parametric Statistical Inference (by Aniket Biswas, Dibrugarh University).- Chapter 9. Case Study on Nonparametric Testing titled "Computer Supplier Bilking the IT Department: An Example of Fleecing of State Fund" (by Nitis Mukhopadhyay, University of Connecticut).- Chapter 10. Causal Inference (by Ambarish Chattopadhyay, Stanford University).- Chapter 11. Regression Analysis (by Erina Paul, Merck & Co.).
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
