Building a Tech Ticketing App with TypeScript & Next.js 14

May 23, 2024

Building a Tech Ticketing App with TypeScript & Next.js 14



TypeScript, Tailwind CSS, NextAuth, Prisma, and Shadcn UI for a Seamless Full-Stack Development Journey



What will you learn ?

  • 💡 Learn Next.js basics, features, and project setup with the new API router.
  • 💻 Gain hands-on TypeScript experience in a real-world ticketing app to enhance coding skills.
  • 🔒 Implement secure user authentication using NextAuth, including social logins and session management.
  • 🛠️ Explore Prisma and MySQL integration for creating models, CRUD operations, and data relationships.
  • 🚀 Combine Next.js, Tailwind CSS, NextAuth, and Prisma to develop a tech ticketing application.
  • 🎨 Elevate app aesthetics with Shadcn UI components, integrating and customizing UI elements for an engaging user experience.
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Main features

  • 🔍 Explore Next.js 14 Fundamentals:
    • Dive into the latest features
    • Set up projects
    • Leverage the new API router for modern web application development.
  • 🎨 Craft a Stunning UI with Tailwind CSS and Shadcn UI:
    • Design visually appealing and responsive user interfaces
    • Elevate aesthetics with customizable Shadcn UI components.
  • 🔒 Secure User Authentication with NextAuth:
    • Implement robust authentication mechanisms
    • Include social logins, user sessions, and seamless authentication flows.
  • 💼 Efficient Database Management with Prisma and MySQL:
    • Master Prisma and MySQL integration
    • Create models, perform CRUD operations, and establish efficient data relationships.
  • 🎟️ Build a Feature-Rich Tech Ticketing Application:
    • Integrate Next.js, Tailwind CSS, NextAuth, and Prisma
    • Develop a fully functional tech ticketing system with advanced features.
  • ☁️ Deploy with Confidence and Best Practices:
    • Learn deployment options
    • Understand production best practices and configurations
    • Ensure scalability, security, and optimal performance.

WHY THIS COURSE?

  • 💡 Enrolling in "Mastering Next.js 14: Building a Tech Ticketing App" ensures staying updated in web development.
  • 📚 Developed in 2024, the course covers Next.js 14, Tailwind CSS, NextAuth, Prisma, and Shadcn UI.
  • 🔄 The course promises continuous updates throughout the year to keep pace with evolving technologies.
  • 🚀 Stay ahead with cutting-edge content, additional modules, and bonus material.
  • 🌟 Ensure learning the fundamentals while staying informed about the latest industry trends and best practices.







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Leveraging Transformers in Data Science for Advanced Natural Language Processing

May 23, 2024

Leveraging Transformers in Data Science for Advanced Natural Language Processing






ChatGPT, GPT-4, BERT, Deep Learning, Machine Learning & NLP with Hugging Face, Attention in Python, Tensorflow, PyTorch

💡 Apply transformers to real-world tasks with just a few lines of code
💻 Fine-tune transformers on your own datasets with transfer learning
📊 Sentiment analysis, spam detection, text classification
🔍 NER (named entity recognition), parts-of-speech tagging
🔄 Build your own article spinner for SEO
🤖 Generate believable human-like text
🌐 Neural machine translation and text summarization
❓ Question-answering (e.g. SQuAD)
🎯 Zero-shot classification
🔍 Understand self-attention and in-depth theory behind transformers
🔧 Implement transformers from scratch
🔧 Use transformers with both Tensorflow and PyTorch
🤖 Understand BERT, GPT, GPT-2, and GPT-3, and where to apply them
🔍 Understand encoder, decoder, and seq2seq architectures
🐍 Master the Hugging Face Python library
🧠 Understand important foundations for OpenAI ChatGPT, GPT-4, DALL-E, Midjourney, and Stable Diffusion

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🧠 Foundations of AI Technologies:
  • AI technologies like OpenAI ChatGPT, GPT-4, Gemini Pro, Llama 3, DALL-E, Midjourney, and Stable Diffusion are explored.
  • Course delves into the foundational principles behind these innovations.
🔍 Introduction to Transformers:
  • Overview of the transformative impact of Transformers in deep learning.
  • Text generation capabilities akin to human writing achieved through machine learning advancements.
🌐 State-of-the-Art NLP Tasks:
  • Achievements in NLP tasks such as machine translation, question-answering, entailment, named entity recognition, and more.
  • Multi-modal models capable of generating art using text prompts.
🔧 Practical Applications:
  • Practical skills for applying transformers introduced.
  • Course covers both practical applications and detailed theory behind transformers and attention mechanisms.
📚 Course Structure:
  • Course divided into three major parts: Using Transformers, Fine-Tuning Transformers, and Transformers In-Depth.
  • Each part focuses on different aspects of transformer technology and its application.
🤖 Using Transformers:
  • Prebuilt models' usage explored for tasks like text classification, named entity recognition, summarization, and more.
  • Demonstrates practicality of prebuilt models for various real-world tasks.
🎯 Fine-Tuning Transformers:
  • Techniques for improving transformer performance on custom datasets explained.
  • Utilization of transfer learning to enhance model capabilities demonstrated.
🔬 Transformers In-Depth:
  • Delve into inner workings of transformers, including encoders, decoders, and BERT.
  • Implementation of transformers from scratch and understanding theoretical underpinnings emphasized.
📝 Prerequisites and Features:
  • Suggested prerequisites include Python coding skills and familiarity with deep learning concepts.
  • Unique features include detailed code explanations, avoidance of superficial coding exercises, and inclusion of university-level math for algorithm understanding.










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