Advanced Data Analytics ChatGPT
This comprehensive data analytics course provides a structured exploration of foundational, prescriptive, and predictive analysis techniques using ChatGPT. Participants will master statistical methods, delve into prescriptive decision-making, and gain expertise in predictive analytics, all while applying these skills to real-world business scenarios. Through a hands-on approach and interactive projects, learners will develop proficiency in data-driven decision-making and strategic forecasting using advanced tools and artificial intelligence.
Course taught by expert instructors
Learn and apply skills with real-world projects.
Professionals seeking to leverage AI in business analytics to optimize strategies and enhance organizational performance.
While the course is designed to be inclusive, an OpenAI account with access to ChatGPT+ and ChatGPT Advanced Data Analysis tools are needed to effectively engage with hands-on exercises and projects.
A foundational understanding of business metrics, KPIs, and general data analysis techniques in Microsoft Excel for example, will be advantageous.
Try these prep courses first
- Foundations of Data Analysis: Types and diagnostic/descriptive statistics, including mean, median, mode, standard deviation, and variance.
- Exploring Data Distributions: Understanding normal, skewed distributions, and kurtosis.
- Practical Visual Data Analysis: Crafting interactive histograms, box plots, scatter plots, and beyond.
- Conduct analysis on retail sales data to extract key metrics, interpret qualitative customer feedback survey data, and create visual representations. Provide a comprehensive report on overall financial performance.
- Essentials of Prescriptive Analysis: Decision trees, linear programming, and optimization.
- Root Cause Analysis: Problem-solving with AI assistance.
- Understanding Data Correlation and Causation: Pearson's correlation, Spearman rank correlation.
- Scenario Analysis and Decision Modeling: Crafting viable business strategies.
- Inventory and Supply Chain Analysis: Utilize data to pinpoint inefficiencies and bottlenecks.
- Prescribe Solutions: Offer data-backed recommendations for inventory optimization and supply chain improvements.
- Decision Model Development: Construct models to integrate recommendations into business operations.
- Introduction to Predictive Analysis: Time series forecasting, regression analysis.
- Types of Regression: Linear, multiple, logistic, polynomial.
- Understanding Overfitting, Underfitting, and Model Validation.
- Mastering Predictive Analysis: Techniques and tools for forecasting and trend analysis.
- Graph Theory and Network Science Applications in Predictive Analytics.
- Machine Learning for Predictive Insights: Delving into classification, clustering, and their use in predictive modeling.
- Advanced Data Analytics with ChatGPT: Utilizing AI for complex predictive analysis tasks.
- Applying Predictive Models to Real-World Business Scenarios: Using data to foresee market trends, customer behavior, and business outcomes.
- Predictive Network Analysis Project: Utilize graph theory and network science to predict market trends or customer behaviors.
- Business Forecast Model: Create predictive models using historical sales, marketing data, and customer feedback.
- Strategic Business Forecasting Report: Develop a comprehensive strategy based on predictive analysis, focusing on upcoming market opportunities and challenges.
A course you'll actually complete. AI-powered learning that drives results.
Transform your learning programs with personalized learning. Real-time feedback, hints at just the right moment, and the support for learners when they need it, driving 15x engagement.
Live courses by leading experts
Our instructors are renowned experts in AI, data, engineering, product, and business. Deep dive through always-current live sessions and round-the-clock support.
Practice on the cutting edge
Accelerate your learning with projects that mirror the work done at industry-leading tech companies. Put your skills to the test and start applying them today.
Flexible schedule for busy professionals
We know you’re busy, so we made it flexible. Attend live events or review the materials at your own pace. Our course team and global community will support you every step of the way.
Each course comes with a certificate for learners to add to their resume.
15-20x engagement compared to async courses
Support & accountability
You are never alone, we provide support throughout the course.
Get reimbursed by your company
More than half of learners get their Courses and Memberships reimbursed by their company.
Hundreds of companies have dedicated L&D and education budgets that have covered the costs.