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コース概要
Introduction to ChatGPT for Data Science and Analytics
- What is ChatGPT and how does it work?
- Overview of ChatGPT's role in data science and analytics
Data Exploration with ChatGPT
- Leveraging ChatGPT for exploratory data analysis
- Asking natural language questions to ChatGPT for data insights
- Assisting in data cleaning and preprocessing with ChatGPT
Generating Insights with ChatGPT
- Using ChatGPT to uncover patterns and trends in data
- Leveraging ChatGPT for feature engineering and selection
- Assisting in hypothesis generation and testing with ChatGPT
ChatGPT for Predictive Modeling
- Incorporating ChatGPT in predictive modeling workflows
- Generating predictions and forecasts with ChatGPT
- Assisting in model selection and evaluation using ChatGPT
ChatGPT for Natural Language Processing (NLP)
- Utilizing ChatGPT for text analysis and sentiment analysis
- Extracting meaningful information from unstructured text data
- Incorporating ChatGPT in NLP pipelines and applications
Best Practices for ChatGPT in Data Science and Analytics
- Fine-tuning ChatGPT for specific data science tasks
- Addressing bias and fairness considerations in AI-assisted analytics
- Monitoring and evaluating ChatGPT performance and results
Ethical Use of ChatGPT in Data Science and Analytics
- Ensuring responsible and transparent use of AI in data science
- Mitigating risks and ethical challenges associated with ChatGPT
- Understanding ethical considerations in deploying AI models powered by ChatGPT
Future Trends and Developments
- Exploring advancements in ChatGPT and data science
- Implications of AI in the future of data analytics
- Opportunities for innovation and growth with ChatGPT in data science and analytics
Summary and Next Steps
要求
- Basic computer experience
- Familiarity with data science concepts and tools
Audience
- Data scientists
- Data analysts
- Business analysts
- Data engineers
14 時間
お客様の声 (5)
I really appreciated Vincent's enthusiasm, professionalism and knowledge. I was able to do well-guided and illustrated practical exercises, directly applying the AI tool in the context of my professional activity as a communications manager for unions. This was made possible by the interview prior to the 2-day training to determine the training program.
Claude - Internationale de l'Éducation
コース - ChatGPT for Content Creation
Machine Translated
His way of gaining audience
Venkata Narasimha Murthy - 6Point6
コース - ChatGPT for Automation
具体的な知識がわかりやすい方法で提供されます。質問に答え、疑問を払拭する
Szymon - Web INnovative Software Sp. z o.o.
コース - ChatGPT (GPT-4) for Developers
Machine Translated
彼女はどのようにしてあらゆるレベルで私たちと関わることができたのか
Cheryl - Tuffias Sandberg
コース - ChatGPT for Human Resources
Machine Translated
実際の例。
Craig - Hollard Insure
コース - ChatGPT
Machine Translated
