The produced glasses with the chemical formula 60B2O3–20Na2O–15ZnO–5Bi2O3–XCeO2, with X = 0.0 (Ce-0.0)—0.9 (Ce-0.9) mol% glasses have been studied in terms of their physical, optical, and dielectric properties. Densities (ρ) ranged from 3.16 g/cm3 to 3.29 g/cm3. The absorbance spectra revealed that the broad near-visible band for the Ce-0.0 sample had a central wavelength of λcutoff = 430.03 nm, but for the Ce-0.9 glass sample, it shifted towards a higher wavelength of λcutoff = 548.63 nm. The direct optical band gap (\({E}_{g}^{Direct}\)) decreased From 3.10 eV to 2.52 eV and the indirect optical gap (\({E}_{g}^{Indirect})\) declined from 2.95 eV to 2.22 eV. Urbach’s energy (EU) values decreased from 0.273 eV to 0.211 eV as the CeO2 content in the glass network increased, although refractive index (n) values increased from 2.39 to 2.60. With an increase in CeO2 content, the Ce-X glasses’ molar polarizability (αm) and molar refraction (Rm) were improved. The generated glasses’ dielectric spectroscopy is examined at room temperature at frequencies ranging from 50 Hz to 5 MHz in order to assess the chemical modifications caused by cerium doping on dielectric spectroscopy elements such the dielectric constant (ɛ′) and tangent loss (tan δ). The ε′ of all the glasses loaded with various concentrations of cerium decreases significantly as the frequency rises during the low frequency interval. The energy absorption (EABF) and exposure (EBF) accumulation factors had their lowest values at 1 MFPs and their highest values at 40 MFPs. The samples with Ce-0.9 possessed the lowest values of relaxation length (λFRNCS) and half value layer (HVLFRNCS). The suggested glasses can be used in various optoelectronics and electrical devices.