Applied ai Course
What will I learn?
Unlock the power of AI for business intelligence within the Indian context with our Applied AI Course. Delve into data collection methods, emphasizing privacy and ethical considerations relevant to India, and explore significant data sources commonly used here. Become proficient in selecting the right AI models, ranging from decision trees to neural networks, for precise forecasting applicable to the Indian market. Refine your expertise in model evaluation, training, and optimization, while also learning how to manage missing data effectively and develop compelling visualizations that resonate with Indian stakeholders. Boost your career with practical, high-quality insights specifically designed for BI professionals in India.
Develop skills
Enhance the development of the practical skills mentioned below
Master data privacy: Ensure ethical data collection and usage, adhering to Indian data protection standards.
Select AI models: Choose the most suitable models for accurate forecasting, considering the nuances of the Indian market.
Evaluate models: Employ metrics like MAE and RMSE for comprehensive model assessment.
Optimize models: Fine-tune hyperparameters to maximize performance, keeping in mind the specific challenges of Indian datasets.
Visualize data: Develop impactful visualizations that convey insights clearly to Indian audiences.
Suggested summary
Workload: between 4 and 360 hours
Before starting, you can modify the chapters and the workload.
- Choose which chapter to start with
- Add or remove chapters
- Increase or decrease the course workload
Examples of chapters you can add
You will be able to generate more chapters like the examples below
This is a free course, focused on personal and professional development. It is not equivalent to a technical, undergraduate, or postgraduate course, but provides practical and relevant knowledge for your professional journey.