Data Science and AI
What you'll learn The Complete understanding of Natural Language Processing Implement NLP related task with Scikit-learn, NLTK and ...
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After completing the course, you will… Prepare for and Pass the Azure DP-100 Exam Master Data Science and Machine Learning Models using Azure ...
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What you'll learn Describe & Build AI Agents Construct AI-powered Workflows to automate tasks Build Multi-Agent Systems ...
What you'll learn Understand and apply transfer learning Understand and use state-of-the-art convolutional neural nets such as VGG, ResNet ...
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What you'll learn Understand the fundamentals of D3 Gain a wide variety of knowledge, learning how to different visualizations like bars, ...
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What you'll learn Understand the theory behind principal components analysis (PCA) Know why PCA is useful for dimensionality reduction, ...
What you'll learn Understand core concepts about data quality and quantity Learn about how to measure data with statistics ...
What You'll Learn Analyze Big Data with Python and Spark: Harness the power of Python and Apache Spark for effective big data analysis. Master Spark ...
What you'll learn Basics of AI agents like Autogen, LangChain, LangFlow, Flowise, LangGraph, BabyAGI, CrewAI & more Basics of ...
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What you'll learn Build Retrieval-Augmented Generation (RAG) systems using Python and OpenAI. Develop AI Agents with state management and ...
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What you'll learn Examine the foundations of Supervised Machine Learning Use Azure ML Studio to create Predictive Models without code ...
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What you'll learn Analyse any type of numerical data using SPSS with confidence Independently plan your research study and Data ...
Learn ChaGPT & Google BARD to Improve your Life Improve your "PRODUCTIVITY" Gain a new skill which is tremendously helpful Save time ...
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How to load and explore data using Pandas Create, modify, and filter DataFrames and Series in Pandas Handle missing data and duplicates using ...
Understand the approach to ML to Production Understand the fundamentals of MLOps in Production Understand MLOps as a process - From Business ...
Case Study-Boston house price prediction-predicts the price of houses in Boston using a machine learning algorithm called Linear Regression. To train our ...
What you'll learn Integrate ChatGPT into production-style apps with LangChain Use LangChain components to build complex text generation ...
What you'll learn What is data visualization ? Why is it important? What types of data are? How can i visualize ...
What you'll learn Numpy, pandas, matplotlib, seaborn المكتبات المشهورة Scikit Learn and Keras Regression, classification and deep ...
What You’ll Learn: Master AI Tools and Models Explore the strengths and limitations of major AI models, including ChatGPT, Midjourney, GitHub Copilot, ...
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