Foundations of Artificial Intelligence
Begin where intelligence meets intention. Dive into the essential pillars of AI — exploring how machines think, reason, and learn.
- Basic Python Programming
- Introduction to Machine Learning
- Hands-on with Pandas Library
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Machine Learning with Python
Dive into supervised, unsupervised, and reinforcement learning using hands-on Python projects.
- Core Machine Learning Algorithms
- Supervised, Unsupervised & Reinforcement Learning
- Real-World Python Projects
- Model Evaluation & Optimization Techniques
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Deep Learning & Neural Networks
Master deep learning architectures like CNNs, RNNs, and GANs using TensorFlow and PyTorch.
- Convolutional Neural Networks (CNNs)
- Recurrent Neural Networks (RNNs) & LSTMs
- Generative Adversarial Networks (GANs)
- Transformers & Attention Mechanisms
- RAG Pipelines (Retrieval-Augmented Generation)
- TensorFlow & PyTorch Implementation
Machine Learning & Deep Learning Masterclass
Explore the full data science lifecycle — from data wrangling and visualization to statistical analysis and predictive modeling.
- Data Cleaning & Feature Engineering
- Exploratory Data Analysis & Visualization
- Statistical Foundations & Hypothesis Testing
- Machine Learning Algorithms (SVM, Random Forests, XGBoost)
- Deep Learning with TensorFlow & PyTorch
- Model Deployment & Performance Tuning
Python ML & Deep Learning
Learn to manage and analyze massive datasets using tools like Hadoop, Spark, and cloud platforms like AWS or Azure.
- Python for Data Science & ML
- Scalable Data Processing with Hadoop & Spark
- Model Building & Tuning with Scikit-learn & TensorFlow
- Big Data Integration with AWS, GCP & Azure
- Deep Learning Pipelines for Real-Time Analytics
AI Master Class
Leverage AI tools and analytics for smarter business strategy, marketing automation, and operational decisions.
- AI-Powered Business Intelligence Tools
- Marketing Automation with Predictive Analytics
- Customer Segmentation & Personalization
- Operational Decision-Making with ML Models
- Real-Time Dashboards using AI & NLP
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