All Course Topics

These models, inspired by the human brain, are used for handling complex tasks like image and speech recognition by learning hierarchical representations.

This topic covers techniques such as cross-validation and performance metrics to assess the accuracy and generalizability of machine learning models.

This involves the process of selecting, modifying, and creating features to improve the performance of machine learning models.

Measures the total market value of all finished goods and services produced within a countrys borders in a given time period.

Examines the rise in general price levels over time, influencing purchasing power and economic decision-making.

Analyzes the proportion of the labor force that is jobless and actively seeking employment, impacting economic productivity and social stability.

Investigates how government spending and taxation influence overall economic activity, growth, and stability.

Focuses on central bank actions, such as setting interest rates and regulating money supply, to control inflation and ensure economic stability.

Examines the methods for tracking, recording, and analyzing costs associated with a companys production processes.

Focuses on creating financial plans for the future, including revenue projections and expenditure estimates.

Involves comparing actual financial performance to budgeted targets to identify discrepancies and areas for improvement.

Covers techniques for evaluating organizational and employee performance using financial and non-financial metrics.