7 Beginner-Friendly Steps to Understand and Master Generative AI

1. Generative AI Basics

[{"selector":"#anim-c62eca8c-425a-40b4-9545-9561780f4a50","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-c7b819ef-edd1-4696-b4ae-00f418f5be38","keyframes":{"transform":["translate3d(0px, 94.22059%, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-4b119af6-9cf3-48ea-a164-3b82f559cfb6","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-e963cbf0-b77c-46aa-b561-cd059a0d2f8c","keyframes":{"transform":["translate3d(93.51853%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-cc23cbe9-e8ec-40f6-8855-45c61202c889","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-83dde464-4351-4bac-b656-17e7a74e7469","keyframes":{"transform":["translate3d(-114.76924%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-e8b29a80-9525-4fc7-a914-605c7f786aeb","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-63813db0-d939-44b6-bb5c-2a9d7012fc9d","keyframes":{"transform":["translate3d(112.77259%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] Image Source: ideogram Learn key AI concepts, including supervised and unsupervised learning, to kickstart your Generative AI journey.

2. Neural Networks Demystified

[{"selector":"#anim-b53ace23-2857-43db-a805-de29aa884cd3","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-aaea78c4-9ef8-46ee-af05-4579599a5fb7","keyframes":{"transform":["translate3d(0px, 94.22059%, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-96f1e99d-b5cb-464e-8de9-2dc1d4e90b9a","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-dd1db312-a0c9-4a49-8add-43f70564ecc6","keyframes":{"transform":["translate3d(93.51853%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-aae60f00-21e4-4deb-841a-9a03ac831c29","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-7eb03a31-8d7c-4cff-9d5f-35dd8afb17a3","keyframes":{"transform":["translate3d(-114.76924%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-ee311f91-20ce-4902-bab4-22d1ceb34844","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-c1947e7f-6a00-49ed-ae68-87df6c5ac81d","keyframes":{"transform":["translate3d(113.39563%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] Image Source: ideogram Dive into architectures like autoencoders and GANs, the building blocks of Generative AI systems.

3. Master Advanced Generative Models

[{"selector":"#anim-c8e3cbe5-2288-4d63-b0ad-2681c9a54ec7","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-42b26ccd-b4eb-42df-a44f-f777d8a1a440","keyframes":{"transform":["translate3d(0px, 94.22059%, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-ca9c8dd3-ed39-40d5-b317-a0236e51472c","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-1a6600fd-e8c3-40ef-8c8f-6c3c8d3bf1ba","keyframes":{"transform":["translate3d(93.51853%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-b4dcf597-8147-4589-8a8b-814e6f9df214","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-5bed8490-5a4c-440f-bcb5-32f33f16b058","keyframes":{"transform":["translate3d(-114.76924%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-25e783f6-1e61-45ac-b4d5-514dcd0a238c","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-3b455fd6-6f87-4f41-bcd9-b9fafaee1949","keyframes":{"transform":["translate3d(113.39563%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] Image Source: ideogram Explore VAEs, DCGANs, and StyleGANs for cutting-edge AI model creation.

4. Transformers and NLP Revolution

[{"selector":"#anim-841d8668-e368-4eb6-bfba-f2ad49f4c889","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-5fc0dcc9-13bb-4d8b-a5eb-1f74ca2a301c","keyframes":{"transform":["translate3d(0px, 94.22059%, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-3169112f-6f0c-4e89-b7b6-0f2621025519","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-c4e9d7b3-67c2-4ff9-9637-457062fb1992","keyframes":{"transform":["translate3d(93.51853%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-0ea0805f-10d7-4591-aad2-2eaccdf3c776","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-c01dbf2b-03a8-4af6-94e7-2bc69a3fee25","keyframes":{"transform":["translate3d(-114.76924%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-e8cb341c-9319-440f-a700-15ceb73f4501","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-8dfcabb7-0632-49b3-9fe4-3646150ac00b","keyframes":{"transform":["translate3d(113.39563%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] Image Source: ideogram Uncover the power of BERT, GPT-3, and other NLP models for text generation and more.

5. AI for Creativity and Media

[{"selector":"#anim-9e612d14-4ad8-4e40-a3b4-4ba2e2818bf7","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-c8708e6b-3588-4f68-8bb0-5c14f61b1381","keyframes":{"transform":["translate3d(0px, 94.22059%, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-9bcba373-5418-40e0-abc5-5d3e47f4b9c6","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-65bf205d-5496-486e-ba25-62f895f1de83","keyframes":{"transform":["translate3d(93.51853%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-cd9f234f-9d89-48a3-b475-ac9cc2856694","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-9e5673ab-f15d-4f67-b7e1-1eee20078e81","keyframes":{"transform":["translate3d(-114.76924%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-803523d4-2aaf-481a-869a-8594054bf2f2","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-e9e584f9-46de-4d7c-9866-c87231e4aef1","keyframes":{"transform":["translate3d(113.39563%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] Image Source: ideogram Discover tools like DALL-E and Stable Diffusion for groundbreaking image and content generation.

6. Ethics and Practical AI Applications

[{"selector":"#anim-b578d76e-39ca-4620-9a01-1c182c7f0117","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-bd87917b-3059-4f8e-9354-21ca441d5f5d","keyframes":{"transform":["translate3d(0px, 94.22059%, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-7918b479-ded2-4087-b4ce-c7f9b537f957","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-d9486755-8cf3-402a-8d73-a71b624832fd","keyframes":{"transform":["translate3d(93.51853%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-b35f160b-345a-4cc8-b620-07c191b33947","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-5131e310-12e2-4e29-a349-09bbf29fc949","keyframes":{"transform":["translate3d(-114.76924%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-45d120c6-e7e0-4e42-90a4-90cf33dffe14","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-6a527387-278d-401a-92fc-d7e23ada883c","keyframes":{"transform":["translate3d(113.39563%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] Image Source: ideogram Implement AI for text summarization, explore ethics, and tackle biases in deepfake technologies.

7. Capstone Projects

[{"selector":"#anim-348ec83b-3928-4761-b789-fafc303707dd","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-2aa57aad-209e-4a89-9227-9a3a0de2de48","keyframes":{"transform":["translate3d(0px, 94.22059%, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-8cf36197-6138-4ada-a319-171e568987be","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-53566a86-3e69-4514-a1eb-703711924050","keyframes":{"transform":["translate3d(93.51853%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-f44896fd-2ae1-408a-8bbb-060608d1c1a4","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-f5cacc3d-0890-4e6a-8c9a-df5924503182","keyframes":{"transform":["translate3d(-114.76924%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-e0274248-6f88-4352-91f5-8ad61199435b","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-0051ad52-e4e3-449c-a4ad-1a25fc631b05","keyframes":{"transform":["translate3d(113.39563%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] Image Source: ideogram Build and deploy Generative AI models to address real-world challenges with innovative solutions.

7 Beginner-Friendly Steps to Understand and Master Generative AI

Manikandan

1. Generative AI Basics

2. Neural Networks Demystified

3. Master Advanced Generative Models

4. Transformers and NLP Revolution

5. AI for Creativity and Media

6. Ethics and Practical AI Applications

7. Capstone Projects

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