Python for AI

Learn Python for Data Analytics

Master Python for AI and data analysis.

Subtopics

Data wrangling, NumPy, Pandas, Matplotlib, and Scikit-Learn.

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Machine Learning with Python

Building Machine Learning Model with Python

Build ML models using Python tools.

Subtopics

Supervised learning, regression models, classification, and clustering.

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Neural Networks with Keras and TensorFlow

Keras, TensorFlow, and Neural Network

Deep learning with Keras and TensorFlow.

Subtopics

Neural networks, backpropagation, CNNs, and RNNs.

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Langchain Framework

Langchain Framework

Build LLM-powered apps with Langchain.

Subtopics

LLM integration, chaining, prompts, and memory in Langchain.

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RAG Technique

RAG Technique

Implement Retrieval-Augmented Generation (RAG).

Subtopics

Combining retrieval systems with generative models.

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Building Chatbots

Building Chatbots

Learn to build AI-powered chatbots.

Subtopics

Natural Language Processing (NLP), chatbot frameworks, and integrations.

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