Six new derivatives of ciprofloxacin compounds and their copper(II) complexes were synthesized, characterized by spectroscopic methods (ultraviolet–visible [UV–vis], Fourier transform infrared [FTIR], nuclear magnetic resonance [NMR], mass spectrometry [MS], and electron paramagnetic resonance [EPR]), and tested for antibacterial activities against gram‐negative and gram‐positive bacteria. The data showed that ciprofloxacin derivatives act as bidentate ligands and the metal ions coordinate through the pyridone carbonyl and the carboxylate oxygen atoms. Tetragonally distorted octahedral ligand fields were assumed for all complexes based on their spectral studies. Copper(II) complexes of the synthesized ciprofloxacin derivatives revealed higher antibacterial activities against gram‐positive and gram‐negative bacterial species than the parent ciprofloxacin antibiotic. Furthermore, three‐dimensional quantitative structure–activity relationship (3D‐QSAR) models were evaluated by studying 30 antibiotic compounds of the quinolone class. Density function theory (DFT) calculations were applied to evaluate the optimized geometrical structures using the B3LYP method and 6‐311G(d,p) basis set. The 3D‐QSAR study revealed that there are eight optimum parameters that give the best predictive modulation with good reliability (R2 = 0.996, F = 12.004, sigma = 0.426). In silico molecular docking was also performed on the derivatives, and the results revealed the presence of two types of interactions between the Escherichia coli and the derivatives, H‐bonding and Van der Waals interactions, and an effective inhibition at the docked site.