AI Analytics Course

AI Analytics Course

The AI Analytics Course in {location} equips learners with the skills to analyze data using Artifici

The AI Analytics Course in Calicut is designed to help students and professionals master data analytics using Artificial Intelligence, Machine Learning, and Python. The course covers data collection, preprocessing, visualization, predictive analytics, and AI-powered decision-making through hands-on learning and real-world case studies.

Students will gain practical experience with industry-standard tools such as Python, Pandas, NumPy, Power BI, Tableau, and Machine Learning libraries. By working on real-time projects, learners develop the skills needed to analyze business data, build predictive models, create interactive dashboards, and support data-driven strategies across various industries.

This course is ideal for beginners, graduates, and working professionals who want to build a successful career in AI-driven analytics. Upon completion, learners will be prepared for roles in data analytics, business intelligence, AI analytics, and machine learning with strong practical knowledge and project experience.

Introduction to AI Analytics

  • Introduction to Artificial Intelligence
  • Overview of Data Analytics
  • Role of AI in Analytics
  • Applications of AI Analytics
  • AI Analytics Workflow

Python for Data Analytics

  • Python Basics
  • Variables and Data Types
  • Functions and Modules
  • NumPy Fundamentals
  • Pandas for Data Analysis

Data Collection & Preprocessing

  • Data Collection Methods
  • Data Cleaning
  • Handling Missing Values
  • Data Transformation
  • Feature Engineering

Exploratory Data Analysis (EDA)

  • Descriptive Statistics
  • Data Visualization
  • Correlation Analysis
  • Outlier Detection
  • Trend Analysis

Machine Learning for Analytics

  • Introduction to Machine Learning
  • Supervised Learning
  • Unsupervised Learning
  • Model Training
  • Model Evaluation

Data Visualization

  • Matplotlib
  • Seaborn
  • Power BI Basics
  • Tableau Fundamentals
  • Interactive Dashboards

AI-Powered Analytics

  • Predictive Analytics
  • Forecasting Techniques
  • Recommendation Systems
  • Natural Language Processing Basics
  • AI for Business Insights

Business Intelligence

  • Business Reporting
  • KPI Analysis
  • Dashboard Design
  • Decision Support Systems
  • Performance Analytics

Real-Time Projects

  1. Sales Analytics Dashboard
  2. Customer Churn Prediction
  3. Employee Performance Analysis
  4. Retail Business Analytics
  5. Financial Data Analysis
  6. Marketing Campaign Analytics

Capstone Project & Career Preparation

  • End-to-End Analytics Project
  • Git & GitHub
  • Resume Building
  • Interview Preparation
  • Portfolio Development



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