Reading material from teachers and learners: theory, worked examples and questions that make you think. Some notes are made with AI, and they always say so.
A brief note on Transistors and Logic Gates: the junction transistor and its characteristics, the amplifier and the switch, and the logic gates with their truth tables, with a worked example, practice and questions to check yourself.
A brief note on the halogens and the noble gases: trends in group 17, chlorine, hydrogen chloride, interhalogen compounds, the oxoacids of chlorine, and the noble gases with the fluorides and oxides of xenon. With a worked example, practice, a program and questions to check yourself.
A brief note on correlation and regression: the scatter plot, the correlation coefficient, the two regression lines, prediction and the usual traps. With a worked example, practice, a program and questions to check yourself.
A brief note on Reproductive Health: Comparing Methods and Technologies: what each method protects against, how the pill acts on the cycle, and where each assisted technique places the gametes or the embryo, with the usual slips and questions to check yourself.
A brief note on Waves by Computer: the travelling wave in numpy, adding waves for beats and standing waves, harmonics of a string, the FFT, sampling and aliasing, and fitting a sine with curve_fit. With practice, a program and questions.
The Weather Project: the six steps of a data project, showing a month of weather, its centre, spread and chances, linked days, and an honest report with a limit. With a worked example, practice, a program and questions.
A brief note on Rectifiers, Zener Diodes and Light Devices: half-wave and full-wave rectifiers, the capacitor filter, the Zener regulator, the LED, the photodiode and the solar cell, with a worked example, practice and questions to check yourself.
A brief note on oxygen, ozone and sulphur: the trends of group 16, the oxides, ozone and its layer, sulphur and its allotropes, sulphur dioxide, the contact process, sulphuric acid and the oxoacids of sulphur. With a worked example, practice, a program and questions to check yourself.
A brief note on comparing and combining data: the coefficient of variation, the effect of changing every value, the combined mean and variance, quartiles, box plots and outliers. With a worked example, practice, a program and questions to check yourself.
A brief note on Termination, Infections and Infertility: amniocentesis, medical termination of pregnancy, the sexually transmitted infections, and infertility with the assisted reproductive technologies, with the usual slips and questions to check yourself.
A brief note on Angles, the Unit Circle and Trigonometric Graphs: degrees and radians, the unit circle, the graphs of sine, cosine and tangent, and checking identities with numpy. With a worked example, practice, a program and questions.
A brief note on Chance: probability by counting, the chance that something does not happen, relative frequency and the long run, two events together, at least one, and taking without putting back. With a worked example, practice, a program and questions.
A brief note on Energy Bands, Doping and the p-n Junction: bands and gaps, electrons and holes, n-type and p-type, the depletion layer, bias and the diode equation, with a worked example, practice and questions to check yourself.
A brief note on nitrogen and phosphorus: the trends of group 15, ammonia and the Haber process, the oxides of nitrogen, nitric acid, the allotropes and chlorides of phosphorus, and its oxoacids. With a worked example, practice, a program and questions to check yourself.
A brief note on centre and spread of data: the mean, median and mode, the range, the mean deviation, the variance and the standard deviation, for lists, frequency tables and grouped data. With a worked example, practice, a program and questions to check yourself.
A brief note on Reproductive Health and Birth Control: what reproductive health means, the growth of a population, and the natural, barrier, intrauterine, hormonal and surgical methods, with the usual slips and questions to check yourself.
A brief note on Genetics by Computer: gametes as letters, sorted genotypes, Punnett squares with loops and Counter, two genes with itertools.product and the 9:3:3:1 ratio, the test cross, and simulated crosses with random.choice. With practice, a program and questions.
A brief note on Spread: the range, quartiles and the IQR, box plots, the variance and the standard deviation, which measure to use, and what adding or multiplying does to the spread. With a worked example, practice, a program and questions.
A brief note on Nuclear Reactions, Fission and Fusion: the Q value and the threshold, the chain reaction and the reactor, and fusion in the Sun and on Earth, with a worked example and questions to check yourself.
A brief note on the boron family: trends of group 13, the odd behaviour of boron, borax, boric acid, diborane and aluminium. With a worked example, practice, a program and questions to check yourself.
A brief note on random variables and the binomial distribution: the table of a distribution, the mean and the variance, the effect of , Bernoulli trials, the binomial formula and the normal approximation. With a worked example, practice, a program and questions to check yourself.
A brief note on Double Fertilisation, Embryo, Seed and Fruit: syngamy and triple fusion, the endosperm, the embryo of a dicot and a monocot, the seed, the fruit, apomixis and polyembryony, with the usual slips and questions to check yourself.
A brief note on Growth and Populations by Computer: exponential growth, log axes, doubling time, logistic growth stepped in code, and fitting curves with polyfit and curve_fit. With a worked example, practice, a program and questions to check yourself.
A brief note on What Is Data?: tables of cases and variables, the four kinds of data, and how to choose a fair sample and ask a fair question. With a worked example, practice, a program and questions.
A brief note on Radioactive Decay and Half-Life: alpha, beta and gamma decay, the law of decay with half-life and mean life, and activity, decay series and dating, with a worked example and questions to check yourself.