I think it is good that you wish to understand a boring log - it does come in handy - so long as you don't try to "interpret" the soils log with respect to geotechnical aspects of the project. Basically the soils log will give you an idea of the "stratigraphy" of the soils encountered at the site - it will tell you how thick a specific geological "deposit" is - it will describe what the deposit is (such as silty clay, trace clay, stiff, grey, low plasticity). You will also find some relevant geotechnical "parameters" - Standard penetration N value - this gives you an idea if the clayey strata is soft or stiff - or if the cohesionless strata (sand) is loose or dense. It will also present, usually, information as to the classification tests carried out - Atterberg limit - etc. It will also indicate the location of the groundwater level - or, in case piezometers or standpipes are installed where the water level is at a specific date after the investigation was completed.
Pick up a basic soils book (Bowles or Das) and they have sections in their books on this. Again, learn to appreciate the boring log - but don't try to take it beyond your own level of competence. It is really a "record" of what the geotechnical investigation encountered at a specific location at a site. But the Geotechnical Engineer of Record is the one to interpret and provide recommendations for the design and construction.