Biology Math: Genetics, Population Growth & Lab Calculations
Punnett squares, chi-square tests, Hardy-Weinberg, exponential and logistic growth, bacterial doubling times, serial dilutions, Michaelis-Menten kinetics and biodiversity indices: the maths of AP, IB and first-year biology in a live spreadsheet that checks every cell.
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What you'll build
What you will be able to do
Each lab ends with a concrete result that you build yourself and the checker confirms, cell by cell.
- Count the genotypes of a Tt × Tt Punnett square with EXACT, turn them into probabilities and expected plant numbers, and use the product rule to get the 9 : 3 : 3 : 1 ratio of a dihybrid cross.
- Test whether 640 offspring of a TtYy × TtYy cross fit the 9 : 3 : 3 : 1 ratio: expected counts, the χ² statistic, its p-value and the verdict at the 5% level.
- Count the alleles of a wildflower population, calculate p and q, the Hardy-Weinberg genotype frequencies and expected counts, and estimate the carrier frequency of a recessive condition from its incidence.
- Model a rabbit population on an island for 10 years with exponential and logistic growth, find when it reaches half the carrying capacity and draw both curves in one line chart.
- From plate counts of an E. coli culture you calculate the number of generations, the generation (doubling) time and the specific growth rate in the exponential phase, and forecast a culture after 8 hours.
- Work out the total dilution of a serial dilution series, the CFU per mL from the countable plate, and the live-cell concentration and viability of a yeast suspension counted on a haemocytometer.
- Linearise six initial-rate measurements with the Lineweaver-Burk double reciprocal, fit the line with SLOPE and INTERCEPT, derive Vmax and Km, and draw the plot as a scatter chart with a trendline.
- Compare the plant diversity of two meadows with Simpson's index of diversity (1 − D) and the Shannon index H, and read off how even each community is.
About this course
Biology courses are full of calculations that are easy to get wrong under exam pressure. Here you practise them until they are routine. You predict ratios from monohybrid and dihybrid Punnett squares and test observed counts with a chi-square goodness-of-fit test. Hardy-Weinberg labs derive allele and genotype frequencies. You compare exponential with logistic population growth and work out generations and doubling time for bacteria. Laboratory labs calculate serial dilutions and cell counts from a haemocytometer, and enzyme kinetics is analysed with Michaelis-Menten and a Lineweaver-Burk plot. The final lab measures biodiversity with Simpson's and Shannon's indices. Ideal for high school and university biology students, lab technicians and science teachers.
Curriculum
Course content
8 lessons · 8 labs · 2 h · final exam
- Unlocked when you buy the course
- Unlocked when you buy the course
- Unlocked when you buy the course
- Unlocked when you buy the course
- Unlocked when you buy the course
- Unlocked when you buy the course
- Unlocked when you buy the course
- Unlocked when you buy the course
- Final exam
Certificate
Finish with a certificate you can verify
Complete every lesson and pass the final exam to receive a certificate of completion for this course, with a unique credential ID and a public verification page.
- Names the course, your score and the date of issue
- A verification link for your CV or LinkedIn profile
- 12 questions, 75% to pass, unlimited retries.
A Tutorvo certificate confirms that you completed a course. It is not an official or professional qualification.
Before you buy
Questions about this course
Is this a subscription?
No. You pay $9.99 once for this course. There is no subscription and nothing renews automatically. Prices are in US dollars; taxes may be added where required.
What exactly do I get?
All lessons and labs of this course, the final exam and the certificate, including later updates to the course, for as long as Tutorvo offers it. Access is personal and tied to your account.
Can I get a refund?
Yes. If you are not satisfied, email hello@tutorvo.com within 14 days of buying and we refund the course in full via Stripe. The guarantee does not apply once a certificate for the course has been issued to you, or where there are signs of abuse.
When can I start?
Right after payment. Access starts immediately at your request; for consumers in the EU/EEA the statutory right of withdrawal therefore ends once access has begun, while our 14-day money-back guarantee applies regardless.
Do I need Excel or other software?
No. The labs run in a spreadsheet inside your browser on a laptop, tablet or phone. Function names and syntax follow Excel.
Is the certificate an official qualification?
No. It confirms that you completed all lessons of the course and passed its final exam. It is not an official, state-recognised or professional qualification. The name is taken from your profile when the certificate is issued.
Full details are in our Terms · hello@tutorvo.com
