Starting Data Analytics with Generative AI and Python Video Edition

2.23 GB | 00:48:40 | mp4 | 1280X720 | 16:9
Genre:eLearning |Language:English

Files Included :
Appendix B On debugging ChatGPT's code Starting Data Analyt.mp4 (11.16 MB)
Appendix C On laziness and human errors Starting Data Analy.mp4 (5.29 MB)
Chapter 1 Getting started with generative AIs for data anal.mp4 (73.85 MB)
Chapter 1 Introduction to the use of generative AI in data.mp4 (40.14 MB)
Chapter 1 Summary Starting Data Analytics with Generative A.mp4 (2.77 MB)
Chapter 1 The role of generative AIs in data analytics Star.mp4 (72.85 MB)
Chapter 2 A note on best practices Starting Data Analytics -01.mp4 (12.9 MB)
Chapter 2 A note on best practices Starting Data Analytics.mp4 (14.11 MB)
Chapter 2 Data cleaning Starting Data Analytics with Genera.mp4 (52.6 MB)
Chapter 2 Exploratory data analysis Starting Data Analytics.mp4 (92.21 MB)
Chapter 2 Getting started Starting Data Analytics with Gene.mp4 (42.29 MB)
Chapter 2 Quality assessment structure Starting Data Analyt.mp4 (16.55 MB)
Chapter 2 Summary Starting Data Analytics with Generative A.mp4 (4.21 MB)
Chapter 2 Using generative AI to ensure sufficient data qua.mp4 (15.13 MB)
Chapter 3 Analysis design Starting Data Analytics with Gene.mp4 (24.27 MB)
Chapter 3 Descriptive analysis and statistical inference su.mp4 (34.73 MB)
Chapter 3 Descriptive data analysis Starting Data Analytics.mp4 (124.67 MB)
Chapter 3 Inferential analysis Starting Data Analytics with.mp4 (129.75 MB)
Chapter 3 Summary Starting Data Analytics with Generative A.mp4 (2.95 MB)
Chapter 4 Differences in sales performance and customer sat.mp4 (16.17 MB)
Chapter 4 Order status Starting Data Analytics with Generat.mp4 (27.62 MB)
Chapter 4 Performance of products in their categories and r.mp4 (13.57 MB)
Chapter 4 Popularity of product categories Starting Data An.mp4 (78.6 MB)
Chapter 4 Relationship between product attributes and the s.mp4 (30.6 MB)
Chapter 4 Relationship between product, transaction, shippi.mp4 (42.59 MB)
Chapter 4 Review scores distribution analysis Starting Data.mp4 (21.31 MB)
Chapter 4 Summary Starting Data Analytics with Generative A.mp4 (2.98 MB)
Chapter 4 Using generative AI for result interpretations St.mp4 (22.49 MB)
Chapter 5 Basic text mining using generative AI Starting Da.mp4 (51.57 MB)
Chapter 5 Co-occurrence analysis Starting Data Analytics wi.mp4 (31.86 MB)
Chapter 5 Dictionary-based methods Starting Data Analytics.mp4 (84.36 MB)
Chapter 5 Frequency analysis Starting Data Analytics with G.mp4 (84.97 MB)
Chapter 5 Keyword search Starting Data Analytics with Gener.mp4 (172.15 MB)
Chapter 5 Preparing for analysis Starting Data Analytics wi.mp4 (32.4 MB)
Chapter 5 Summary Starting Data Analytics with Generative A.mp4 (8.85 MB)
Chapter 6 Advanced text mining with generative AI Starting.mp4 (17.38 MB)
Chapter 6 Sentiment analysis Starting Data Analytics with G.mp4 (180.47 MB)
Chapter 6 Summary Starting Data Analytics with Generative A.mp4 (4.59 MB)
Chapter 6 Text summarization Starting Data Analytics with G.mp4 (73.29 MB)
Chapter 7 Cloud-based deployment Starting Data Analytics wi.mp4 (20.94 MB)
Chapter 7 Code conversion Starting Data Analytics with Gene.mp4 (25.83 MB)
Chapter 7 Improving code performance Starting Data Analytic.mp4 (50.74 MB)
Chapter 7 Scaling and performance optimization Starting Dat.mp4 (64.18 MB)
Chapter 7 Summary Starting Data Analytics with Generative A.mp4 (2.04 MB)
Chapter 8 AI delusion and hallucination risks Starting Data.mp4 (48.76 MB)
Chapter 8 Emergent risks Starting Data Analytics with Gener.mp4 (19.18 MB)
Chapter 8 General best practices Starting Data Analytics wi.mp4 (82.33 MB)
Chapter 8 Legal and compliance risks Starting Data Analytic.mp4 (14.59 MB)
Chapter 8 Mitigating misinterpretation and miscommunication.mp4 (65.1 MB)
Chapter 8 Model bias and fairness risks Starting Data Analy.mp4 (33.33 MB)
Chapter 8 Privacy and security risks Starting Data Analytic.mp4 (60.9 MB)
Chapter 8 Risk, mitigation, and tradeoffs Starting Data Ana.mp4 (28.08 MB)
Chapter 8 Summary Starting Data Analytics with Generative A.mp4 (1.27 MB)]
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