The group said the strikes hit two sites: a school housing displaced families in the town of Mansourah, and a market and bakery in the town of Tabqa.
It said witnesses acknowledged IS fighters had been present at both sites, but that large number of civilians were also there.
"These attacks killed dozens of civilians, including children, who had sought shelter in a school or were lining up to buy bread at a bakery," HRW deputy emergencies director Ole Solvang said.
HRW said the first of the two strikes was on March 20, and killed at least 40 people including 16 children at the Badia school in Mansourah. The second was on March 22 and killed at least 44 people including 14 children at the Tabqa market and bakery.
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The US-led coalition has been carrying out air strikes in support of anti-IS operations in Syria since September 2014, after expanding its existing campaign in neighbouring Iraq.
The SDF broke into Raqa city in June and is on the verge of capturing the former jihadist bastion.
But activists have criticised what they say are disproportionately high civilian death tolls in the campaign.
The coalition says it take all possible precautions to avoid civilian casualties and investigates credible reports of civilian deaths in its strikes.
In August, it acknowledged the deaths of 624 civilians in its strikes in Syria and Iraq since 2014.
It said the coalition reported having assessed the Mansourah and Tabqa strikes, but it appeared they carried out no site visits nor witness interviews even though both places have been under SDF control for weeks.
"If the coalition had visited the sites and talked to witnesses they would have found plenty of evidence that civilians were killed in these attacks," Solvang said.
"The coalition should follow our lead, conduct full investigations, and find ways to make its civilian casualty assessments more accurate."