1. Experimental data evaluation : basic concepts -- 2. Computation of means and variances from measurements -- 3. Optimization methods for large-scale data assimilation -- 4. Basic principles of 4-D VAR -- 5. 4-D VAR in numerical weather prediction models -- 6. Appendix A -- 7. Appendix B -- 8. Appendix C.