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This proceeding presents the latest studies on the Yukawa couplings of theStandard Model Higgs boson with 139 fb$^{-1}$ data collected using the ATLASdetector at a center-of-mass energy of 13 TeV. A first direct probe of $CP$violation in the top-quark Yukawa coupling using events where the Higgs bosonis produced in association with top quarks ($t\bar{t}H$ and $tH$), and decaysinto two photons ($H \rightarrow \gamma \gamma$ ) is discussed. The latestresults on the Higgs boson production in association with a $W$ or $Z$ boson($VH$) in the $H \rightarrow b \bar{b}$ channel are depicted as well. Finally,the searches for Higgs boson decays into two muons ($H \rightarrow \mu^{+}\mu^{-}$) and two electrons ($H \rightarrow e^{+} e^{-}$) are presented.

Latest Studies of the SM Higgs Boson Couplings to Fermions at ATLAS