http://www.WatchMojo.com looks back at the 20th Century. In 1942, The Battle of Stalingrad began on August 21st. This war was considered a major turning point in World War II. Over 2 million were killed in a five month span. A victory by the Soviet Union began their liberation and defeat of Nazi Germany.