The AI Ecosystem for Developers - Models, Datasets, and APIs

Category Other
Type Tutorials
Language English
Total size 415.2 MB
Uploaded By freecoursewb

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Date uploaded 6 months ago
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The AI Ecosystem for Developers: Models, Datasets, and APIs

https://WebToolTip.com

Released: 06/2025
Duration: 3h 31m | .MP4 1280x720, 30 fps(r) | AAC, 48000 Hz, 2ch | 414 MB
Level: Intermediate | Genre: eLearning | Language: English

AI has evolved and there is a range of people from developers, hobbyists, and tech leaders looking to explore the ecosystem. In this course, instructor Wuraola Oyewusi offers a guided exploration of the emerging AI tools developers need to know to stay competitive in their jobs. With the advent of AI tools like chat interfaces and easily accessible AI models, it can be overwhelming for those looking to be part of the AI wave. This course gives you the knowledge to confidently navigate the AI ecosystem and identify the tools and resources most relevant to your goals.

                Files: 

                [ WebToolTip.com ] The AI Ecosystem for Developers - Models, Datasets, and APIs
Get Bonus Downloads Here.url (0.2 KB)
~Get Your Files Here !01 - Introduction01 - Getting started with the AI ecosystem.mp4 (3.8 MB)
- Getting started with the AI ecosystem.srt (1.5 KB)
- What you should know.mp4 (1.9 MB)
- What you should know.srt (1.0 KB)
- 1. Understanding the AI Ecosystem01 - What is interesting about AI.mp4 (6.3 MB)
- What is interesting about AI.srt (3.7 KB)
- Components of the AI ecosystem.mp4 (12.9 MB)
- Components of the AI ecosystem.srt (8.9 KB)
- Open-source vs. closed-source AI systems.mp4 (7.3 MB)
- Open-source vs. closed-source AI systems.srt (6.4 KB)
- AI repositories and hosting platforms.mp4 (14.0 MB)
- AI repositories and hosting platforms.srt (11.4 KB)
- AI ethics, bias, and privacy.mp4 (17.0 MB)
- AI ethics, bias, and privacy.srt (10.7 KB)
- 2. AI Models and Architecture01 - Introduction to AI models and architecture.mp4 (10.0 MB)
- Introduction to AI models and architecture.srt (6.7 KB)
- NLP architectures RNNs and transformers.mp4 (9.6 MB)
- NLP architectures RNNs and transformers.srt (7.6 KB)
- Computer vision architectures CNNs and vision transformers.mp4 (10.8 MB)
- Computer vision architectures CNNs and vision transformers.srt (8.3 KB)
- Generative architectures Diffusion and GANs.mp4 (10.5 MB)
- Generative architectures Diffusion and GANs.srt (8.4 KB)
- Multimodal architectures CLIP and Flamingo.mp4 (9.4 MB)
- Multimodal architectures CLIP and Flamingo.srt (7.3 KB)
- Efficient architectures.mp4 (12.9 MB)
- Efficient architectures.srt (10.4 KB)
- 3. AI Datasets01 - Introduction to AI datasets.mp4 (14.0 MB)
- Introduction to AI datasets.srt (8.8 KB)
- Foundational AI image datasets.mp4 (14.6 MB)
- Foundational AI image datasets.srt (10.6 KB)
- Explore CIFAR-10 image dataset.mp4 (7.7 MB)
- Explore CIFAR-10 image dataset.srt (3.8 KB)
- Foundational AI text datasets.mp4 (9.9 MB)
- Foundational AI text datasets.srt (7.1 KB)
- Explore Brown Corpus text dataset.mp4 (9.0 MB)
- Explore Brown Corpus text dataset.srt (5.1 KB)
- Foundational AI speech datasets.mp4 (8.4 MB)
- Foundational AI speech datasets.srt (6.5 KB)
- Explore LibriSpeech dataset.mp4 (13.5 MB)
- Explore LibriSpeech dataset.srt (7.5 KB)
- 4. AI APIs Access and Integration01 - What are AI application programming interfaces (APIs).mp4 (8.4 MB)
- What are AI application programming interfaces (APIs).srt (6.4 KB)
- Explore Hugging Face.mp4 (21.5 MB)
- Explore Hugging Face.srt (11.7 KB)
- Product sentiment analysis with Hugging Face model.mp4 (8.6 MB)
- Product sentiment analysis with Hugging Face model.srt (5.3 KB)
- Explore OpenAI developer platform.mp4 (13.4 MB)
- Explore OpenAI developer platform.srt (8.9 KB)
- Image generation using OpenAI API.mp4 (13.7 MB)
- Image generation using OpenAI API.srt (6.4 KB)
- Explore Google AI Studio.mp4 (16.7 MB)
- Explore Google AI Studio.srt (8.8 KB)
- Create a conversational chatbot using the Google Gemini API.mp4 (11.5 MB)
- Create a conversational chatbot using the Google Gemini API.srt (6.0 KB)
- Explore GitHub Models.mp4 (6.6 MB)
- Explore GitHub Models.srt (4.0 KB)
- Compare GitHub Models and run in Codespaces.mp4 (13.2 MB)
- Compare GitHub Models and run in Codespaces.srt (7.0 KB)
- Generate code and architecture with GitHub Models.mp4 (10.0 MB)
- Generate code and architecture with GitHub Models.srt (5.2 KB)
- Accessing AI models via cloud providers.mp4 (6.9 MB)
- Accessing AI models via cloud providers.srt (7.2 KB)
- 5. AI  Resources and Community01 - AI development tools and frameworks IDEs.mp4 (4.4 MB)
- AI development tools and frameworks IDEs.srt (4.3 KB)
- AI development tools and frameworks ML frameworks.mp4 (3.2 MB)
- AI development tools and frameworks ML frameworks.srt (2.8 KB)
- AI development tools and frameworks Debugging and versioning.mp4 (10.6 MB)
- AI development tools and frameworks Debugging and versioning.srt (10.1 KB)
- AI development tools and frameworks Data annotation.mp4 (8.5 MB)
- AI development tools and frameworks Data annotation.srt (7.7 KB)
- AI computing infrastructure.mp4 (12.4 MB)
- AI computing infrastructure.srt (10.2 KB)
- AI research platforms.mp4 (11.4 MB)
- AI research platforms.srt (9.0 KB)
- AI model rankings Leaderboards, benchmarks, and evaluation trends.mp4 (15.4 MB)
- AI model rankings Leaderboards, benchmarks, and evaluation trends.srt (13.2 KB)
- AI interoperability standards Model Context Protocol (MCP).mp4 (9.6 MB)
- AI interoperability standards Model Context Protocol (MCP).srt (8.2 KB)
- Conclusion01 - Summary.mp4 (4.8 MB)
- Summary.srt (2.4 KB)
Bonus Resources.txt (0.1 KB)
Ex_Files_AI_Ecosystem_DevsExercise Files03_03_Explore_CIFAR_10_Image_Dataset.ipynb (55.7 KB)
03_05_Explore_Brown_Corpus_Text_Dataset.ipynb (10.8 KB)
03_07_Explore_Librispeech_Dataset.ipynb (492.1 KB)
04_03_Product Sentiment Analysis with Hugging Face Model.ipynb (44.4 KB)
04_05_Image Generation using OpenAI API.ipynb (5.1 KB)
04_07_Create a Coversational Chatbot Using Google's Gemini API.ipynb (5.6 KB)

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