AI for Data Analytics & Visualization – Python + AWS Bedrock Training

Turn your data into actionable insights powered by Generative AI.
In this practical course by Infotek Solutions (USA), you’ll learn to use Python, AWS Bedrock, and Streamlit to clean data, visualize patterns, and generate instant AI-based insights — without any paid software.
No prior programming required — we start from the basics and build up to real-world AI dashboards and projects.

What You’ll Learn

✅ Clean, analyze, and visualize data using Python and Pandas.
✅ Generate AI-powered business insights using AWS Bedrock.
✅ Build AI-driven dashboards with Streamlit (Free Power BI alternative).
✅ Automate data storytelling and reporting using Generative AI.
✅ Apply predictive analytics with SageMaker Studio Lab (Free GPU/CPU).

Full Curriculum

Module 1 – Introduction to Data Analytics and Generative AI

• What is Data Analytics and Generative AI?
• Role of AI in business decisions
• Setting up Python, AWS, and Jupyter
• Lab: Load and analyze sample dataset using Pandas

Module 2 – Python for Data Analysis

• Working with DataFrames (Pandas)
• Cleaning, filtering, and merging data
• Handling missing values and creating summary tables
• Lab: Create a “Regional Sales Summary” report

Module 3 – Visualizing Data for Insights

• Matplotlib, Seaborn, and Plotly basics
• Building comparison and trend charts
• Lab: Build an “Annual Sales Visualization” dashboard

Module 4 – Integrating AI with Data Analytics

• AWS Bedrock and Foundation Models (Titan / Claude)
• Using AI to generate analytical summaries
• Prompt engineering for data interpretation

Module 5 – Predictive Analytics with SageMaker Studio Lab

• Basics of machine learning for beginners
• Forecasting using SageMaker Autopilot
• Understanding accuracy, training, and metrics
• Lab: Predict upcoming sales automatically

Module 6 – Building AI Dashboards (No Power BI Needed)

• Build dashboards using Streamlit + Plotly
• Integrate AI insights from Bedrock
• Deploy dashboards on Streamlit Community Cloud

Module 7 – Natural Language Querying

• “Chat with your data” concept
• Converting text questions into code or filters
• Lab: Create an AI-powered Q&A tool for business data

Module 8 – AI Storytelling and Report Automation

• Auto-generate executive reports from analytics
• Using Bedrock to create PDF summaries and presentations
• Lab: Create monthly AI business report generator

Module 9 – Capstone Project

Project: AI Business Insights Dashboard

• Ingest data from CSV or S3
• Generate AI summaries + visuals
• Deploy dashboard to Streamlit Cloud
  Deliverables:
• Streamlit dashboard link
• Source code repo
• AI-generated summary report

What You’ll Gain

• Infotek Solutions Certificate of Completion
• Portfolio-ready project for LinkedIn & GitHub
• Resume enhancement + interview preparation
• Lifelong access to resources & mentorship

Who Should Attend

• Business analysts, data enthusiasts, and fresh graduates
• Cloud, Cybersecurity, or AI professionals expanding to analytics
• Managers and non-tech professionals learning AI for business

Tools & Technologies Covered

Python • Pandas • Matplotlib • Plotly • Streamlit • AWS Bedrock • SageMaker Studio Lab • boto3 • Jupyter

Contact Details

📧 training@infotek-solutions.com
📞 +1-(802)-518-0095
🌐 www.qaonlinetraining.com