Introduction The primary objective of this study was to evaluate the effectiveness of an autonomous oncology boot camp on Advanced Pharmacy Practice Experience (APPE) student knowledge. Secondary objectives included assessing student perception of the virtual learning experience and overall comfort level with the material. Methods APPE students rotating through our institution between November 2019 and March 2020 were voluntarily enrolled in a 4-hour oncology-focused boot camp, which included five PlayPosit (Denver, CO, USA) interactive video lectures embedded with case-based application questions followed by one comprehensive web-based Quandary (Victoria, BC, Canada) action-maze case. Student learning was measured by a pre- and post-intervention exam. A web survey tool (Qualtrics, Provo, UT, USA) collected student perceptions evaluating their comfort with oncology-specific drug knowledge and APPE rotations tasks. Results Fifty students enrolled in the oncology boot camp, with 100% completing the pre- and post-intervention assessments. Overall, pre-intervention exam scores (mean: 55.4%, SD: 21.8%) improved by 23.2% following the boot camp (mean: 78.6%, SD: 19.2%; p < 0.001). Students performed better on all 10 exam questions, with 6 questions showing a statistically significant improvement (p < 0.05). Forty-five students (90%) completed the perception surveys. Of those, 93% agreed that it effectively reinforced important oncology knowledge, 91% supported the autonomous design, and 82% would recommend the oncology boot camp for future students. Conclusion The boot camp proved to be a beneficial educational tool that enhanced student knowledge and confidence in navigating common oncology concepts. Students valued the ability to independently complete the activities and supported its continuation.