When Coach took all its fall/winter merchandise off its e-commerce site this week, I was a bit shocked. In the retail world, winter is almost over, even if outside temperatures would suggest otherwise. Pretty soon, it's going to be time to start planning out what some -- ahem, Tyler -- call their spring #aesthetic. But if you're still shopping for winter wear, like I am, check out these sales from our favorite online shops before it's too late.

Ann Taylor: 40% off almost everything with code SHOP40.

Aritzia: 30% - 60% off fall/winter merchandise.

ASOS: Final reductions up to 70% off.

Avenue32: Final discounts up to 75% off designer goods.

Banana Republic: Extra 50% off sale styles with code BREXTRA through Friday and 40% off all full priced items with code BRTIME through Sunday.

Barneys New York: Final markdowns up to 75% off clothing, shoes and accessories.

Bergdorf Goodman: Up to 75% off designer clothing and accessories.

Club Monaco: 25% off select styles with code WEARITNOW.

Cos: Winter items up to 75% off. 

Farfetch: Up to 50% off designer labels, ongoing.

Gap: Final sale up to 75% off winter goods. Use code BEST for discounts of up to 35% off entire purchase through Friday.

H&M: Up to 70%  off winter items.

Intermix: Up to 40% off of winter items.

J.Crew: 25% off select full-price styles and an extra 40% off final sale styles with code FINDAFAVE.

J Brand: Take an extra 25% off Friday only with code JANEEXTRA25.

Joie: Up to 50% off select items.

Kate Spade Saturday: Up to 75% off select items through midnight. 

Madewell: Extra 30% off sale items with code UPANDUP.

Matches Fashion: Final reductions up to 70% designer fall/winter merchandise.

Milly: Final sales of up to 50% off.

Moda Operandi: Final sales of up to 75% off fall/winter designer goods.

Nasty Gal: Up to 60% off select items.

Net-a-Porter: Take an extra 20% off sale items with code 20SALE.

Nordstrom: Up to 65% off designer items.

& Other Stories: Up to 70% off winter items.

Opening Ceremony: Final sale of up to 70% off.

Piperlime: Final sales up to 70% off. Use code HITREFRESH for extra 30% off purchases through Friday. 

Rag & Bone: Up to 50% off winter items. Get an extra 25% off with code WINTER25.

Saks Fifth Avenue: Up to 70% designer clothing and accessories, ongoing. Final sale for items over 60% off.

Sephora: New items added to sale.

Shopbop: Up to 70% off hundreds of items. 

Stylebop: Up to 70% of designer items.

The Corner: Up to 70% over 400 items.

Tibi: Select winter items up to 70% off and take an extra 30% off with code WINTER30.

Topshop: Up to 70% off select sale lines.

Tory Burch: Select sale items in clothing, shoes, accessories and handbags.

Whistles: Final reductions up to 70% off fall/winter merchandise.