AI Course
Unlock the potential of Artificial Intelligence with Projectpedia's free and comprehensive AI Advanced course. Our courses are meticulously researched and designed by the Projectpedia Team to bring you the latest, high-quality content available on the internet. Whether you’re a beginner or an advanced learner, our AI Advanced Course will help you gain valuable knowledge and skills to stay ahead in the AI-driven world.
Table of Contents
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Roadmap & Career Guidance
Roadmap for AI
Delve into the world of Generative AI through our curated playlists available in both Hindi and English. These tutorials cover essential topics to help you understand and implement generative models effectively.
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Types Of AI & core Taxonomies
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How We Learn About AI
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Transformer Model Architecture for 2026
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How To Build a Career in Artificial Intelligence
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Mathematics
Linear Algebra
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Probability and Statistics
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Calculus
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Programming
Core Python Programming
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Python For AI (Fast-Track Overview)
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NumPy for Numerical Computing
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Pandas for Data Analysis
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Data Visualization
Matplotlib
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Seaborn
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Plotly
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Data Processing and Cleaning
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Model Evaluation & Validation
Cross-validation
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Bias-variance Tradeoff
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Precision Recall
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ROC-AUC
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Scikit-Learn pipelines
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Basics & Introductions (Classical Machine Learning)
Complete Machine Learning Full Course
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Comprehensive Machine Learning Reference Playlist 1
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Comprehensive Machine Learning Reference Playlist 2
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Intermediate AI
Deep Neural Networks & Fundamentals
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Deep Learning Full Course
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PyTorch Full Playlist (Primary DL Framework)
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TensorFlow Full Playlist (Secondary / Enterprise)
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Computer Vision with OpenCV
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Object Detection with YOLO
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NLP One-Shot Crash Course
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NLP In-Depth Full Course Playlist
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Transformers & LLM Architectures
History & Evolution of LLMs
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Transformer Model Architecture
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Transformers with Hugging Face Ecosystem
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Generative AI Fundamentals
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Generative Adversarial Networks (GANs)
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Transformers & LLM Architectures
Apache Spark 3 for Big Data
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Big Data using Hadoop
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Deploying AI Models
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Scaling Models in Production
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Ethical AI, Bias Detection & Mitigation
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Retrieval-Augmented Generation (RAG)
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AI Application Frameworks
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LLM Fine-Tuning and Quantization
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Practical Projects & Portfolio
Final AI Project Ideas
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Tabular/Classical ML Project
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Generative AI & LLMs Project
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NLP with Deep Learning Project
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Interview Preparation & Career Readiness
Resume & GitHub Portfolio Review
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DSA in Python Interview Question
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ML/AI System Design Question
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Technical Quiz & Core Q&A
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Why Choose Us ?
- Completely Free: All courses are provided at no cost.
- Well-Researched Content: The Projectpedia Team ensures that the content is based on the latest advancements in AI.
- Language Support: Available in Hindi and English, catering to a wide range of learners.
- Quality and Relevance: Focused on providing practical knowledge and hands-on learning experiences.
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