Computer Science Artificial Intelligence Course
What will I learn?
Unlock the potential of Artificial Intelligence with our Computer Science Artificial Intelligence Course, tailored for technology professionals in India looking to upskill. Get hands-on with data preprocessing methods, become proficient in machine learning algorithms such as Support Vector Machines and Naive Bayes, and address spam detection problems. Learn to assess models using accuracy, precision, and recall, and improve them with practical strategies. Gain experience in model training, testing, and ethical data sourcing, preparing you to innovate in the Indian AI sector.
Apoia's Advantages
Develop skills
Enhance the development of the practical skills mentioned below
Master evaluation metrics: Improve model accuracy and performance (especially relevant in the Indian context).
Implement machine learning: Apply algorithms for effective spam detection and other relevant Indian use-cases.
Optimise model training: Avoid overfitting and underfitting in AI models, crucial for real-world Indian data.
Source ethical data: Identify and use open-source datasets responsibly, adhering to Indian data privacy norms.
Preprocess data efficiently: Clean, tokenize, and convert text data, with a focus on Indian languages and dialects.
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.