What are the difference between anecdotal evidence and scientific sampling?

What are the difference between anecdotal evidence and scientific sampling? What are the potential problems relying on personal experiences to make decisions?
Describe the similarities and differences among simple random sampling, sequential sampling, stratified sampling, and cluster sampling? 200 words