Although significant progress in the treatment of breast cancer has been achieved, toxic therapies would not be required if breast cancer could be prevented from developing in the first place. While breast cancer prevention is difficult to study in humans due to long disease latency and stochastic cancer development, transgenic mouse models with 100% incidence and defined mammary tumor onset, provide excellent models for tumor prevention studies. In this study, we used Neu/Erbb2 transgenic mice (MTB‐TAN) as a model of human HER2+ breast cancer to investigate whether a family of microRNAs, known as the miR‐200 family, can prevent mammary tumor development. Overexpression of Neu induced palpable mammary tumors in 100% of the mice within 38 days of Neu overexpression. When the miR‐200b/200a/429 cluster was co‐overexpressed with Neu in the same mammary epithelial cells (MTB‐TANba429 mice), the miR‐200b/200a/429 cluster prevented Neu from inducing mammary epithelial hyperplasia and mammary tumor development. RNA sequencing revealed alterations in the extracellular matrix of the mammary gland and a decrease in stromal cells including myoepithelial cells in Neu transgenic mice. Immunohistochemistry for smooth muscle actin confirmed that mammary epithelial cells in control and MTB‐TANba429 mice were surrounded by a layer of myoepithelial cells and these myoepithelial cells were lost in MTB‐TAN mice with hyperplasia. Thus, we have shown for the first time that elevated expression of miR‐200 family members in mammary epithelial cells can completely prevent mammary tumor development in Neu transgenic mice possibly through regulating myoepithelial cells.