Generative AI for Data Professionals: Faster Forecasting and Reporting
Discover, Learn, and Grow
In today’s data-driven world, speed and accuracy in reporting and forecasting are critical for decision-making. Generative AI is transforming how data professionals work—automating repetitive tasks, enhancing predictive analytics, and generating insights faster than ever before.
Drawing inspiration from “AI Superpowers: China, Silicon Valley, and the New World Order” by Kai-Fu Lee (ISBN: 978-1328546395), this course will help you leverage cutting-edge AI tools to streamline workflows, reduce manual effort, and improve the precision of your data-driven strategies.
By the end of this course, you’ll be able to harness Generative AI to:
Accelerate reporting by automating data synthesis and visualization.
Enhance forecasting with AI-driven predictive models.
Minimize errors while maximizing efficiency in data workflows.
Join us to stay ahead in the evolving landscape of AI-powered analytics and position yourself as a forward-thinking data professional.
This course, provides an approach to integrating Generative AI into data workflows for faster and more accurate reporting and forecasting. You’ll move beyond traditional analytics methods and learn how AI can automate and enhance key functions such as:
- Automated Report Generation: Use AI to synthesize and summarize large datasets into actionable insights.
- AI-Augmented Forecasting: Implement machine learning models to improve predictive accuracy.
- Natural Language Processing (NLP) for Data Interpretation: Extract insights from unstructured text data using AI.
- Bias Mitigation & Explainability: Ensure AI-generated reports and forecasts are transparent and trustworthy.
Through real-world case studies, interactive exercises, and guided projects, you’ll gain the skills to implement Generative AI tools (e.g., GPT, LLMs, AutoML) directly into your data workflows—saving time while increasing analytical rigor.
By the end of this course, you will master:
- Harness Generative AI for Automated Reporting
- Generate executive summaries, dashboards, and visualizations using AI.
- Implement AI-powered tools to clean and structure raw data efficiently.
- Enhance Forecasting with AI-Driven Predictive Models
- Apply machine learning & LLMs to improve time-series forecasting.
- Validate AI-generated forecasts against traditional statistical methods.
- Optimize AI-Generated Insights for Business Impact
- Ensure transparency and mitigate bias in AI outputs.
- Present AI-augmented reports with confidence and clarity.
SMF Member Course Fee: $50
Non-SMF Member Course Fee: $250
*Course fees before GST
Note that purchases of goods and services from GST-registered businesses will be subject to GST at 9% GST. The GST amount calculated will be based on full course fees.
This course is designed for:
- Data Analysts & Scientists looking to accelerate reporting and forecasting with AI.
- Business Intelligence Professionals seeking AI-powered automation for data insights.
- Finance & Operations Analysts who need faster, AI-driven forecasting.
- AI/ML Practitioners exploring Generative AI applications in structured data tasks.
- Technology Leaders & Decision-Makers who want to integrate AI into their data strategy.
1. All notice of withdrawal must be given in writing before the issuance of letter of confirmation. Once confirmation letter is sent to participant, no cancellation will be allowed or penalty charges will apply.
If notice of withdrawal is received:
– At least 1 week before commencement of the course, a 20% of the full course fee will be charged. For government-funded course, a 20% of full course fee before funding will be charged.
– Less than 1 week before commencement of the course, a 30% of the full course fee will be charged. For government-funded course, a 30% of full course fee before funding will be charged.
– No show on the scheduled date, a full course fee will be levied. For government-funded course, a full course fee before funding will be charged.
2. For all government-funded programmes (WSQ & Non-WSQ), funding is only applicable to:
– Singapore Citizens or Singapore Permanent Residents
– Participants who have achieved at least 75% attendance and passed all required assessments
Full course fee will be charged to participants who fail to meet the above-mentioned criteria.
3. When a course is cancelled, fail to commence or fail to complete under unforeseen circumstances, participant is allowed to defer the intake at no cost or withdraw from the course; under such situation, a full refund of the advance payment will be given.
4. Notice of change in participant’s name must be given in writing, not less than 5 days before the course commencement date.
5. SMF CCL reserves the right, at our sole discretion, to change, modify or otherwise alter these terms and conditions at any time. Such modifications shall become effective immediately upon the posting thereof.
6. SMF Centre for Corporate Learning Pte Ltd has a Data Protection Policy which provides more information about how we collect, use and disclose your personal data. Please click the link below to know more.
https://smfccl.sg/privacy/
1. The candidate has the right to disagree with the assessment decision made by the assessor.
2. When giving feedback to the candidate, the assessor must check with the candidate if he agrees with the assessment outcome.
3. If the candidate agrees with the assessment outcome, the assessor & the candidate must sign the Assessment Summary Record.
4. If the candidate disagrees with the assessment outcome, he/she should not sign in the Assessment Summary Record.
5. If the candidate intends to appeal the decision, he/she should first discuss the matter with the assessor/assessment manager.
6. If the candidate is still not satisfied with the decision, the candidate must notify the assessor of the decision to appeal. The assessor will reflect the candidate’s intention in the Feedback Section of the Assessment Summary Record.
7. The assessor will notify the assessor manager about the candidate’s intention to lodge an appeal.
8. The candidate must lodge the appeal within 7 days, giving reasons for appeal together with the appeal fee of $109.00 (inclusive of 9% GST).
9. The assessor can help the candidate with writing and lodging the appeal.
10. The assessment manager will collect information from the candidate & assessor and give a final decision.
11. A record of the appeal and any subsequent actions and findings will be made.
12. An Assessment Appeal Panel will be formed to review and give a decision.
13. The outcome of the appeal will be made known to the candidate within 2 weeks from the date the appeal was lodged.
14. The decision of the Assessment Appeal Panel is final and no further appeal will be entertained.
15. Please click the link below to fill up the Candidates Appeal Form.
