5 Books to Turn Data Science Into Your Super Skills

1. Python Data Science Handbook

[{"selector":"#anim-050f0ba6-4003-4ebb-892a-a579a1aa76be","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-cac2c7fc-c6d1-42d8-a523-e171257bc202","keyframes":{"transform":["translate3d(125.08590%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-4f1b64aa-3dbb-42c9-b43a-b182981758c5","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-0709bfea-d7f2-4e19-8c57-7c041321929f","keyframes":{"transform":["translate3d(-114.67891%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-28bc1960-ecfd-4355-9004-5beb4a44ebe8","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-c81242d8-0145-476a-b103-4c9dc2f3eeb8","keyframes":{"transform":["translate3d(0px, 91.69000%, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] Image source: leonardo A complete guide to mastering Python for data manipulation, visualization, and machine learning with practical examples.

2. Mathematics for Machine Learning

[{"selector":"#anim-cdde7df0-8158-4cad-87df-cee274649258","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-f3c7f47c-9868-4551-8af2-9c120b90c378","keyframes":{"transform":["translate3d(0px, 91.69000%, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-d48704ec-9d67-43cc-aa52-bdd76e220866","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-5c6c5a26-ed34-4847-95b6-3b1f6a956ef8","keyframes":{"transform":["translate3d(125.08590%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-93d6e5d7-7b8c-4039-98dd-6337bd6d828d","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-36bc2e1a-c15b-41a2-af5b-c6988c49516c","keyframes":{"transform":["translate3d(-114.67891%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] Image source: leonardo Simplifies math concepts like linear algebra and calculus to build a solid foundation for understanding ML algorithms.

3. From ML Algorithms to GenAI & LLMs

[{"selector":"#anim-e00b53fb-c7d7-43e6-a638-97241efa6b11","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-89d3f34d-d6d7-41c9-9e16-40d55c92f4e9","keyframes":{"transform":["translate3d(0px, 91.69000%, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-b4c85737-7e48-4d05-8ca2-8f7c82e8dc8d","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-1778cf80-82c7-40dd-9105-3f3bcdb8c865","keyframes":{"transform":["translate3d(125.08590%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-fc1f0702-9f55-435b-b927-e9c7e39e1c5e","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-60227a17-bbb0-4d52-9d35-b305c81d42b2","keyframes":{"transform":["translate3d(-114.67891%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] Image source: leonardo Learn ML basics and advance to Generative AI and LLMs with real-world applications and practical insights.

4. Think Stats

[{"selector":"#anim-0d828205-efc5-4226-96f2-bf923a72d212","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-e3d9f797-cedd-40cc-912a-cff13b03464e","keyframes":{"transform":["translate3d(0px, 91.69000%, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-83767fc5-a882-493a-8f7b-222b60641e15","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-1850bc76-3084-4c5b-bb6a-8244467e3670","keyframes":{"transform":["translate3d(125.08590%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-a012f21b-a88d-42c5-82e0-a6af0ba846ea","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-4b5755db-f32c-4b33-904f-9125032414e2","keyframes":{"transform":["translate3d(-114.67891%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] Image source: leonardo A hands-on approach to learning statistics and Python for data analysis, focusing on practical use over theory.

5. Storytelling with Data

[{"selector":"#anim-82a1e2dd-6140-4733-8372-3babf925f72c","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-f756b0a7-551b-453f-ad8a-f71639328380","keyframes":{"transform":["translate3d(0px, 91.69000%, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-d5456e54-7f64-4740-9d8d-4da5a0f3d6bc","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-d813a24d-8fb4-4e6c-ab57-bd9470000041","keyframes":{"transform":["translate3d(125.08590%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-abe8239f-da48-4c13-8924-a44c7873995e","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-74f4dfdf-5b0e-49ac-95fa-172873b18979","keyframes":{"transform":["translate3d(-114.67891%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] Image source: leonardo Master the art of creating impactful visualizations to turn data into clear and engaging narratives.