Top 10 High-Demanding Computer Science Courses for Class 12th Students

CS50: Introduction to Computer Science by Harvard University

[{"selector":"#anim-cd0623e8-750c-471a-a855-18cbcee8f8ed [data-leaf-element=\"true\"]","keyframes":{"transform":["translate(-25%, 0%) scale(1.5)","translate(0%, 0%) scale(1)"]},"delay":0,"duration":2000,"easing":"cubic-bezier(.3,0,.55,1)","fill":"forwards"}] [{"selector":"#anim-e293caa7-d072-491f-b671-428232494404","keyframes":{"opacity":[0,1]},"delay":0,"duration":1000,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-af5fca3d-b9ef-4a5f-970a-e954e136abc3","keyframes":{"transform":["translate3d(0px, 283.06880%, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":1000,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-63596907-b194-4f19-adf8-5f778c8dcf99","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] This is a free introductory course that teaches computer science fundamentals including programming in C, Python, SQL, and JavaScript.

Machine Learning by Andrew Ng

[{"selector":"#anim-e73e4e93-5f20-4d3e-ba64-58c67abf6aa5 [data-leaf-element=\"true\"]","keyframes":{"transform":["translate(-8.459970493274547%, 0%) scale(1.5)","translate(0%, 0%) scale(1)"]},"delay":0,"duration":2000,"easing":"cubic-bezier(.3,0,.55,1)","fill":"forwards"}] [{"selector":"#anim-41b6c1bb-f0f5-447a-b92b-e6724e302faa","keyframes":{"opacity":[0,1]},"delay":0,"duration":1000,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-b270ef31-80a8-4b80-b6c4-dd120b04bd8e","keyframes":{"transform":["translate3d(0px, 396.29637%, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":1000,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-41ba0949-18db-40dd-b519-bd0f26d7755b","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] This is a popular online course on Coursera that provides an in-depth introduction to machine learning and covers topics such as supervised and unsupervised learning

Data Science Essentials by Microsoft

[{"selector":"#anim-e3e9f2fc-c811-4d30-826b-392d905b5083 [data-leaf-element=\"true\"]","keyframes":{"transform":["translate(7.1105451494451195%, 0%) scale(1.5)","translate(0%, 0%) scale(1)"]},"delay":0,"duration":2000,"easing":"cubic-bezier(.3,0,.55,1)","fill":"forwards"}] [{"selector":"#anim-e5eba638-31a3-4b80-84ad-c7f10e50c2d6","keyframes":{"opacity":[0,1]},"delay":0,"duration":1000,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-0523759b-0b80-4cdf-8227-9feefd2f08d4","keyframes":{"transform":["translate3d(0px, 420.29636%, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":1000,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-d139a961-3843-4f56-82b6-9873d4940f3b","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] This is a comprehensive course that teaches data science fundamentals including data analysis, statistics, machine learning, and data visualization using Microsoft Excel, Power BI, and R.

Python for Data Science by IBM

[{"selector":"#anim-29f38871-4261-42c2-beb3-f2c510085b1a [data-leaf-element=\"true\"]","keyframes":{"transform":["translate(9.782691392778254%, 0%) scale(1.5)","translate(0%, 0%) scale(1)"]},"delay":0,"duration":2000,"easing":"cubic-bezier(.3,0,.55,1)","fill":"forwards"}] [{"selector":"#anim-76182c5f-d54c-4f85-b68e-b9ed0075cbcf","keyframes":{"opacity":[0,1]},"delay":0,"duration":1000,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-5b1c08dc-beea-46af-a9e5-dcd1b11dcf64","keyframes":{"transform":["translate3d(0px, 422.96307%, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":1000,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-e056cf9d-8050-48bc-b13a-94e55d5091f6","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] This is a beginner-friendly course that teaches Python programming and data science fundamentals including data cleaning, data analysis, and data visualization. IT & Tech Books

Applied Data Science with Python by University of Michigan

[{"selector":"#anim-daa09257-45c1-4769-ad38-4c5304f14c90 [data-leaf-element=\"true\"]","keyframes":{"transform":["translate(22.500000081917477%, 0%) scale(1.5)","translate(0%, 0%) scale(1)"]},"delay":0,"duration":2000,"easing":"cubic-bezier(.3,0,.55,1)","fill":"forwards"}] [{"selector":"#anim-536b3a5f-b41d-4242-aa83-e966a98bfa52","keyframes":{"opacity":[0,1]},"delay":0,"duration":1000,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-22bb2224-38eb-41da-ac06-f915eaa6a530","keyframes":{"transform":["translate3d(0px, 289.83232%, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":1000,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-b4ee9624-ffd2-4570-b087-097f86ede410","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] This is a specialization course on Coursera that covers Python programming, data manipulation, data analysis, and machine learning.

Data Structures and Algorithms by UC San Diego

[{"selector":"#anim-be978606-22b5-4ca7-83eb-0eaf4cb8a966 [data-leaf-element=\"true\"]","keyframes":{"transform":["translate(0.7856605220795387%, 0%) scale(1.5)","translate(0%, 0%) scale(1)"]},"delay":0,"duration":2000,"easing":"cubic-bezier(.3,0,.55,1)","fill":"forwards"}] [{"selector":"#anim-576b4b3c-2431-4d4a-b575-3b60a7f8f664","keyframes":{"opacity":[0,1]},"delay":0,"duration":1000,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-1c9e215e-4d7e-471a-8c39-fd9e02bac99f","keyframes":{"transform":["translate3d(0px, 289.83232%, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":1000,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-372a7df6-cbc5-4850-b1b7-cf272545a46b","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] This is a free course that covers data structures and algorithms including arrays, linked lists, stacks, queues, trees, and graphs.

Deep Learning Specialization by Andrew Ng

[{"selector":"#anim-7d6eea7a-2d0f-4d3b-9d26-892e4e279924 [data-leaf-element=\"true\"]","keyframes":{"transform":["translate(0.476190477924181%, 0%) scale(1.5)","translate(0%, 0%) scale(1)"]},"delay":0,"duration":2000,"easing":"cubic-bezier(.3,0,.55,1)","fill":"forwards"}] [{"selector":"#anim-4c8806e8-47e2-48b6-abe4-54440b88acbe","keyframes":{"opacity":[0,1]},"delay":0,"duration":1000,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-ccda18e8-8825-46f5-9950-6481767eec75","keyframes":{"transform":["translate3d(0px, 304.92669%, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":1000,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-171a8ecb-6e2d-4a2a-9679-f523023eba35","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] This is a series of courses on Coursera that covers deep learning concepts such as convolutional neural networks, recurrent neural networks, and natural language processing.

SQL for Data Analysis by Mode

[{"selector":"#anim-2ebca057-0b73-47de-b535-39e88476cf18 [data-leaf-element=\"true\"]","keyframes":{"transform":["translate(8.66666670495146%, 0%) scale(1.5)","translate(0%, 0%) scale(1)"]},"delay":0,"duration":2000,"easing":"cubic-bezier(.3,0,.55,1)","fill":"forwards"}] [{"selector":"#anim-102d596d-07bc-40df-b46e-41005f6bb85d","keyframes":{"opacity":[0,1]},"delay":0,"duration":1000,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-574e8e0f-6b82-43b2-b974-ce970899f649","keyframes":{"transform":["translate3d(0px, 394.96305%, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":1000,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-e5e736d2-e975-479c-9d3f-03e74e8f6c8e","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] This is a free course that teaches SQL for data analysis including SQL basics, data filtering, data aggregation, and data visualization. Download IT Books

Computer Science for Everyone by University of California, San Diego

[{"selector":"#anim-333de08b-7a53-410e-99e1-699df91dfdba [data-leaf-element=\"true\"]","keyframes":{"transform":["translate(-16.904761966308364%, 0%) scale(1.5)","translate(0%, 0%) scale(1)"]},"delay":0,"duration":2000,"easing":"cubic-bezier(.3,0,.55,1)","fill":"forwards"}] [{"selector":"#anim-3f6d9355-dc19-4523-a2d5-8846dac78755","keyframes":{"opacity":[0,1]},"delay":0,"duration":1000,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-8da87cfe-123b-4e65-8fcf-55b83aa8f25c","keyframes":{"transform":["translate3d(0px, 294.54936%, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":1000,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-e30780b6-6765-4917-9622-5f35b780b13e","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] This is a free course that teaches computer science concepts including programming, algorithms, data structures, and databases.

Data Science Specialization by Johns Hopkins University

[{"selector":"#anim-47be573e-7ffe-4caf-9e2e-59888250692a [data-leaf-element=\"true\"]","keyframes":{"transform":["translate(4.405626086762172%, 0%) scale(1.5)","translate(0%, 0%) scale(1)"]},"delay":0,"duration":2000,"easing":"cubic-bezier(.3,0,.55,1)","fill":"forwards"}] [{"selector":"#anim-cf903585-3731-4c2d-955b-39126ccedd7c","keyframes":{"opacity":[0,1]},"delay":0,"duration":1000,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-38d72650-3237-421a-997e-cf528e6a6bfc","keyframes":{"transform":["translate3d(0px, 316.24746%, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":1000,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-bff8d72f-f2ba-4f3f-9292-2bf63964101b","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] This is a series of courses on Coursera that covers data science topics including data analysis, data visualization, machine learning, and statistical inference.

Check Now

Download IT & Tech Books, Study Notes, & More