Starting Data Analytics with Generative AI and Python

“Starting Data Analytics with Generative AI and Python: The Complete Learning Bundle.” This exclusive package combines the practical wisdom of the acclaimed book with the engaging, hands-on instruction of its comprehensive video course edition. Designed and delivered by world-class data scientists, this bundle empowers you to harness the transformative capabilities of Generative AI tools like ChatGPT alongside Python to accelerate your entire data analytics lifecycle.

Whether you’re a data novice aiming to grasp modern techniques or an experienced professional seeking to optimize your workflow, this bundle will show you how to significantly reduce project timelines—performing tasks in as little as one-third or even one-quarter of the time previously required. Learn to simplify complex analyses, generate new analytical approaches, and produce reliable reports faster and with better results, all while developing a crucial understanding of the opportunities and risks associated with these cutting-edge AI tools.

This comprehensive learning experience is tailored for:

• Aspiring and practicing Data Analysts eager to leverage AI for data discovery.
• Data Engineers looking to enhance data manipulation skills and integrate Generative AI into data pipelines.
• Experienced professionals aiming to boost speed and efficiency in their data analysis projects.
• Anyone with a foundational knowledge of data analysis who wants to master the synergy of Generative AI and Python.
• Learners at all levels, from beginner to advanced.

Across both the book and the 13-hour video course, you’ll gain mastery in:

• Effective Prompt Engineering: Crafting powerful prompts for ChatGPT to drive your data analysis.
• End-to-End Descriptive Analytics: Conducting comprehensive analyses from start to finish.
• AI-Powered Environment Setup: Creating an optimal data analytics environment that embraces AI.
• Data Quality Assurance: Utilizing Generative AI to evaluate and ensure the quality of your data.
• Strategic Analysis Planning: Developing robust plans for your analytical projects.
• Code Generation & Optimization: Generating Python code for non-text data analysis and improving code performance.
• Text Data Exploration: Performing basic and advanced text mining directly with ChatGPT, including frequency analysis, sentiment analysis, and summarization.
• Reliable Reporting: Preparing clear, insightful, and dependable reports from your findings.
• Result Interpretation: Using AI to help understand and explain analytical outcomes.
• Statistical Inference: Applying statistical methods supported by AI.
• Risk Management: Identifying, mitigating, and understanding the tradeoffs, biases, and limitations of Generative AI in data analytics.
• Scaling & Performance: Optimizing your analyses for larger datasets and improved efficiency.

About the Experts:
Learn from authors and instructors Artur Guja, Dr. Marlena Siwiak, and Dr. Marian Siwiak, a team of experienced data scientists and a risk manager with deep backgrounds in business, scientific research, and finance. They bring practical, on-the-job advice to help you navigate the world of AI-assisted data analytics.

What’s Inside the Bundle:

• Starting Data Analytics with Generative AI and Python (Book): Your practical guide to simplifying and speeding up everyday analytics tasks. (Purchase of the ebook includes a free eBook in PDF and ePub formats from Manning Publications).
• Starting Data Analytics with Generative AI and Python, Video Edition (Course): 13 hours of expert-led video instruction by the book’s authors, bringing the concepts to life with practical demonstrations and real-world applications. (Publisher: O’Reilly).

Transform your approach to data analysis with this essential bundle. Move beyond traditional methods, leverage the power of Generative AI and Python, and achieve remarkable results with newfound speed and confidence.