AI+ Data Agent™

Cílová skupina

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Data Professionals: Ideal for data analysts, engineers, and scientists looking to enhance their expertise with AI-driven automation.

Business Strategists: Perfect for professionals aiming to leverage data intelligence for informed and strategic decision-making.

AI Enthusiasts: Designed for learners passionate about integrating AI with data management and intelligent systems.

Tech Innovators: Suited for individuals exploring automation, predictive analytics, and autonomous data solutions.

Aspiring Leaders: Ideal for professionals seeking to lead AI transformation initiatives and drive data-driven innovation within their organizations.

Struktura kurzu

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Module 1: Introduction to AI Agents

1. 1.1 What is an AI Agent?
2. 1.2 Components of AI Agents
3. 1.3 Types of AI Agents
4. 1.4 Hands on: No-Code AI and Machine Learning Models for Data Agents

Module 2: Data Agents and Their Role in AI Systems

1. 2.1 AI Data Agents
2. 2.2 AI vs. AI Data Agent
3. 2.3 Components of AI Data Agents
4. 2.4 Types of AI Data Agents
5. 2.5 Existing AI Data Agents in Trend

Module 3: Data Collection and Acquisition for AI Data Agents

1. 3.1 Steps in AI Data Collection Structure & Plan
2. 3.2 Methods of Data Collection

Module 4: Data Pre-processing and Feature Engineering

1. 4.1 Data Cleaning and Transformation
2. 4.2 Feature Engineering for AI Models
3. 4.3 No-Code AI Data Agent for Preprocessing & Feature Engineering

Module 5: AI and Machine Learning Models for Data Agents

1. 5.1 Introduction to Machine Learning Models for Data Agents
2. 5.2 Model Selection and Training
3. 5.3 Hands on: No-Code AI and Machine Learning Models for Data Agents

Module 6: Ethics, Security, and Privacy in AI Data Agents

1. 6.1 Ethical Considerations in AI Data Agents
2. 6.2 Security and Privacy Concerns

Module 7: Capstone Project

1. 7.1 Problem Statement
2. 7.2 Practical Implementation
3. 7.3 Evaluation and Optimization
4. 7.4 No-Code AI and Machine Learning Models for Data Agents

Certifikace

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50 questions, 70% passing, 90 minutes, online proctored exam