AI-Driven Business Strategy
Module 5: Business Strategies Powered by Gen AI Assignment Name: AI-Driven Business StrategyBriefing: Develop a basic business strategy using AI tools.Guidance: Choose an industry or business challenge (e.g., customer retention, supply chain). Suggest how AI can address this challenge and outline steps for implementation. Use hypothetical examples to illustrate your points.Project: Create a one-page business […]
Forecasting with Predictive Analytics
Module 4: Advanced Applications: Predictive and Prescriptive Analytics Assignment Name: Forecasting with Predictive AnalyticsBriefing: Develop a simple forecasting model to predict a business metric.Guidance: Use historical data (e.g., sales or stock prices) provided. Apply regression or time-series analysis to predict the next period’s value. Interpret the results and provide business recommendations.Project: Submit a short report […]
Building a Basic ML Model
Module 3: AI and ML Fundamentals Assignment Name: Building a Basic ML ModelBriefing: Use an online platform to train a simple machine learning model.Guidance: Use Google Colab or a similar platform with a pre-prepared dataset. Apply supervised learning (e.g., linear regression) to predict outcomes. Document the training process and evaluate the model’s performance.Project: Submit a […]
Data Cleaning and Visualization Task
Module 2: Building a Foundation: Data Analytics Essentials Assignment Name: Data Cleaning and Visualization TaskBriefing: Clean a provided dataset and create a simple visualization.Guidance: Use the provided dataset with errors and inconsistencies. Clean the data by removing duplicates, filling missing values, and fixing errors. Visualize key insights using tools like Excel, Google Sheets, or Tableau.Project: […]
Identifying AI in Action
Module 1: Introduction to AI, ML, and Analytics in Business Assignment Name: Identifying AI in ActionBriefing: Explore and identify real-world examples of AI, ML, and analytics used in different industries.Guidance: Select three industries where AI is prominently used. Briefly describe one application of AI or ML in each industry, explaining its impact on business operations.Project: […]