Acids are substances that release hydrogen ions in water and taste sour; bases (their alkalis when soluble) release hydroxide ions and taste bitter; a salt is formed when an acid reacts with a base.
Acid and base properties, the litmus and pH indicators, neutralisation, common laboratory acids and bases, and acid rain are recurring everyday-chemistry and environment facts.
All alkalis are bases (soluble in water), but not all bases are alkalis; the two terms are not identical. A strong acid is fully ionised, while a concentrated acid simply has little water, so strength and concentration are different ideas. pH below 7 is acidic, above 7 is basic, which is sometimes reversed by mistake.
Acids release hydrogen ions (sour, pH below 7), bases release hydroxide ions (bitter, pH above 7); acid plus base gives salt and water (neutralisation).