Dr. Eddie Smith discusses the joy of container gardening in fall, suggesting colorful arrangements with cool-season flowers like pansies and herbs for added fragrance. He emphasizes the importance of proper pot size and quality potting mix, while highlighting the flexibility of container gardening to enhance home decor during the holiday season.