This short course is especially targeted for college graduates who do not hold a higher degree like Mtech, Ms, MSc or PhD in the field of Mathematics or Data Science. The instructor is a Btech in Computer Science but that didn't stop him from pursuing the dream to become a Data Scientist. The journey started 7 years ago and after a long struggle today the instructor has established himself as a prominent Data Scientist in elite organizations. The instructor clearly understands the challenges faced by someone not coming from a strong programming or math background and hence, has curated this course particularly for such students. The AI industry today either has excellent programmers or excellent theorists but not both. This leaves a huge opportunity for people like us as we can understand and deliver quality output using both programming and theory. This course is particularly designed for this purpose. It can serve as the golden gate from a general software developer/student to a full-fledged Data Scientist.