Tips & Tricks for AI Engineers

1.Data Preprocessing

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2.Learn from Failures

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3.Read Code Repositories

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4.Experiment with Cloud Services

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5. Build a Portfolio

[{"selector":"#anim-8a428dea-455e-4c2d-8df1-914161df6c9e [data-leaf-element=\"true\"]","keyframes":{"transform":["translate3d(-29.489696789238607%, 0, 0)","translate3d(0%, 0, 0)"]},"delay":0,"duration":2000,"easing":"cubic-bezier(.3,0,.55,1)","fill":"both"}] [{"selector":"#anim-8e5bb883-9768-4076-89ea-64bac6180e6a","keyframes":[{"offset":0,"transform":"translate3d(0, -534.44475%, 0)","easing":"cubic-bezier(.5, 0, 1, 1)"},{"offset":0.29,"transform":"translate3d(0, 0%, 0)","easing":"cubic-bezier(0, 0, .5, 1)"},{"offset":0.45,"transform":"translate3d(0, -150.2858637%, 0)","easing":"cubic-bezier(.5, 0, 1, 1)"},{"offset":0.61,"transform":"translate3d(0, 0%, 0)","easing":"cubic-bezier(0, 0, .5, 1)"},{"offset":0.71,"transform":"translate3d(0, -51.092918100000006%, 0)","easing":"cubic-bezier(.5, 0, 1, 1)"},{"offset":0.8,"transform":"translate3d(0, 0%, 0)","easing":"cubic-bezier(0, 0, .5, 1)"},{"offset":0.85,"transform":"translate3d(0, -19.186566525%, 0)","easing":"cubic-bezier(.5, 0, 1, 1)"},{"offset":0.92,"transform":"translate3d(0, 0%, 0)","easing":"cubic-bezier(0, 0, .5, 1)"},{"offset":0.96,"transform":"translate3d(0, -8.3373381%, 0)","easing":"cubic-bezier(.5, 0, 1, 1)"},{"offset":1,"transform":"translate3d(0, 0%, 0)","easing":"cubic-bezier(0, 0, .5, 1)"}],"delay":0,"duration":600,"fill":"both"}] [{"selector":"#anim-f1a09754-ae36-4f8f-a95b-47b1abf5f2ea","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-ab5c383a-ebf0-441c-95e0-43a6ee822562","keyframes":{"transform":["translate3d(-115.53399%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}]

6. Mentorship

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7.Stay Updated

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8.Understanding Loss Functions

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9. Experiment with Transfer Learning

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10.Enhance Soft Skills

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Tips & Tricks for AI Engineers

1.Data Preprocessing

Master data cleaning and preprocessing techniques for better model performance.

Master data cleaning and preprocessing techniques for better model performance.

2.Learn from Failures

Analyze failed attempts—they often provide valuable insights.

Analyze failed attempts—they often provide valuable insights.

3.Read Code Repositories

Explore GitHub repositories to understand diverse AI implementations.

Explore GitHub repositories to understand diverse AI implementations.

4.Experiment with Cloud Services

Use cloud-based AI services for scalability and convenience.

Use cloud-based AI services for scalability and convenience.

5. Build a Portfolio

Showcase your AI projects in a portfolio to demonstrate your skills.

Showcase your AI projects in a portfolio to demonstrate your skills.

6. Mentorship

Seek mentorship from experienced AI professionals for guidance.

Seek mentorship from experienced AI professionals for guidance.

7.Stay Updated

Follow AI blogs, podcasts, and newsletters for the latest trends.