1. Basic Notions -- 2. A Major Problem in Using Time Series of Data: the Stationarity -- 3. Another Major Problem in Using Time Series of Data: The Accuracy of the Statistical Measures -- 4. Issues About Modeling -- 5. Financial Data: Some Risk Management Issues -- 6.Synthesis.