An overview of measurements of the Higgs boson production cross sections and couplings performed by the CMS collaboration is presented. Focus is put on measurements that target bosonic decays of the Higgs boson and exploit the data set collected during Run 2 of the CERN LHC. Measurements in the WW, ZZ, and diphoton decay channels are covered, as well as a measurement targeting the production of the Higgs boson in association with t quarks, which includes decays to WW, ZZ, and 𝜏𝜏. Results are presented in the form of cross sections and coupling strengths normalized to their theoretical expectations (modifiers), as well as simplified template cross sections.