No.Evolution creates random mutations. Lots of them. For example, each human has about 100 mutations. So in a population of 7 billion humans, there are about 700 billion mutations in total.
The majority of those mutations are neutral in their current environments. Some are deleterious in their current environments, and are being eliminated by natural selection. Very few are beneficial in their current environments and are being spread through the population.
As the environment changes, so the classification of those 700 billion mutations can change. A previously neutral mutation might change to beneficial or to deleterious. Natural selection will work to spread the now beneficial mutation wider in future generations.