Description
Description
AI + Data
The AI + Data course equips learners to master data collection, processing, analytics, and AI model training.
You’ll learn how to build data pipelines, structure datasets, apply analytics, and prepare data frameworks that power robust AI systems.
Course Highlights
📥 Data Collection & Ingestion
Understand strategies and tools to collect, stream, and ingest data from sources reliably.
🔄 Data Cleaning & Transformation
Learn to preprocess, clean, and normalize data to make it ML-ready.
📊 Exploratory Data Analysis
Perform EDA to uncover patterns, trends, and insights with statistical tools.
🛠 Feature Engineering & Selection
Create and select informative features to improve model performance and generalization.
📈 Data Modeling & Analytics
Apply statistical and machine learning models to extract insights and predictions.
🚀 Big Data & Scale Strategies
Learn approaches for handling large-scale data, streaming, and distributed processing.
Certification
On completion, learners receive the AI + Data Certification from AI CERTs, confirming their mastery of essential data engineering and analysis skills.
The program includes data pipeline projects, analytical modeling, and performance assessments. Participants must complete all modules and evaluations.
Graduates will be prepared to support AI systems by handling data architecture, transformation, and analytics in real industry environments.



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