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B.Pharm notes by semester
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Learn Python, data science and AI
7 structured courses connect computing to pharmacy, each with five units, worked code and practice labs.
BP101T · Semester 1
Learn Python foundations, control structures, data and file handling, Pandas, and Matplotlib through carefully labelled pharmaceutical teaching datasets and browser practice.
BP201T · Semester 2
Apply foundational biostatistics and Python-based analysis to clearly fictional clinical, pharmaceutical, QC, PK, and pharmacovigilance teaching datasets—always with transparent assumptions and careful interpretation.
BP301T · Semester 3
Explore AI, machine-learning, and data-science concepts through transparent fictional pharmaceutical teaching cases, from data framing and evaluation to regression, classification, trees, ensembles, and clustering.
BP604T · Semester 6
Explore how pharmaceutical data can be structured and discussed across natural products, medicinal chemistry, formulation, manufacturing, and analytical science through transparent fictional educational simulations.
BP703T · Semester 7
Learn to frame pharmacokinetics, drug-safety, personalised-medicine, healthcare-data, and supervised-learning concepts through transparent fictional clinical-AI teaching simulations—not decision support.
BP801T · Semester 8
Study AI lifecycle, validation, auditing, regulatory and governance concepts, pharmacy automation, public-health data concepts, and responsible translation through non-operational educational scenarios.
BP806T · Semester 8
Explore AR/VR and Pharma 4.0 concepts, immersive learning and training, virtual manufacturing environments, patient-education design concepts, and project planning through browser-based educational simulations.
Stay curious
Read pharmacy news, research explainers and articles on AI in pharma.
Read the blogLatest articles
research · 27 Sept 2026
Explore how AI supports pharmaceutical drug discovery, clinical trials, manufacturing, and pharmacovigilance—with research evidence, limitations, and regulatory context.
By Pills & Python
education · 27 Sept 2026
Discover 20 AI tools used across pharmaceutical research, drug discovery, clinical trials, regulatory writing, and manufacturing—an editorial selection, not a performance ranking.
By Pills & Python