Data Science & Artificial Intelligence
Skills to Acquire?
- 1. Programming for Data Science & AI.
- 2. Data Cleaning and Preprocessing.
- 3. Machine Learning and Deep Learning Techniques.
- 4. Text and Image Processing.
- 5. Business Communication of Data Insights.
- 6. Understanding of Data Science and AI fundamentals.
- 7. Familiarity with the data lifecycle and AI workflows
- 8. Data preparation and transformation.
- 9. Working with large datasets efficiently
- 10. Building and evaluating machine learning models.
- 11. Understanding and applying core ML algorithms
- 12. Building end-to-end projects for professional portfolios.
- 13. Presenting technical insights to stakeholders.
- 14. Text analysis and processing techniques
Course Content
Foundations of Data Science & AI
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What is Data Science?
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Introduction to Artificial Intelligence
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Applications of Data Science & AI in Industry
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Ethical AI: Bias and Fairness