Unlocking Business Solutions with AI-Powered Analytics
Everyone
- 6 videos | 26m 43s
- Includes Assessment
- Earns a Badge
- CPE
In this course, you will gain a foundational understanding of the importance of data automation, explore techniques for automating data cleaning and preparation, and learn how automation can be applied to data analytics and modeling tasks.
WHAT YOU WILL LEARN
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Discover the key concepts covered in this course
Identify the steps in the data science cycle
Recognize the steps in the data cleaning process -
Distinguish between descriptive and diagnostic analytics in the exploratory data analysis process
Recognize what's involved in automating the feature selection, model training, model validation and evaluation steps
Summarize the key concepts covered in this course
IN THIS COURSE
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1m 8sAutomated data analytics and modeling offers significant benefits for businesses across industries, improving accuracy and efficiency at scale. In this course, you'll learn about data automation and how it can revolutionize data cleaning, preparation, analytics, and modeling processes. FREE ACCESS
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6m 20sGenerative AI can make data analytics easier and faster by automating steps in the data science cycle to ensure quicker and more accurate outcomes on large datasets. In this topic, you'll learn how AI can help businesses to automate data analytics and data modeling processes. FREE ACCESS
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3. Exploring Automated Data Cleaning and Preparation6m 43sThrough AI automation, organizations can save time, reduce manual effort, and improve the efficiency and effectiveness of their data analysis. In this topic, you'll learn how AI can help streamline the data cleaning and preparation tasks of the data modeling process. FREE ACCESS
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4. Leveraging Automated Data Analytics6m 20sExploratory data analysis is key in enabling organizations to transform chaotic datasets into meaningful insights. In this topic, you'll learn how data analytics can help businesses save time, become more efficient, and make better-informed decisions that boost performance and productivity. FREE ACCESS
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5. Implementing Automated Modeling Techniques5m 25sAutomated data modeling offers significant advantages for businesses, from streamlining tasks like feature selection and model training to improving accuracy and efficiency. In this topic, you'll learn how to leverage generative AI to automate the data modeling process for a chosen model. FREE ACCESS
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6. Let's Review47sIn this topic, you'll review and reflect on what you've learned in the course, Automate Data Analytics and Modeling. FREE ACCESS
EARN A DIGITAL BADGE WHEN YOU COMPLETE THIS COURSE
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