CoPilot & AI Agents for Data Science Bootcamp [2025]
Coupon Verified on October 14th, 2025
Course Name : CoPilot & AI Agents for Data Science Bootcamp [2025]
Students : 2,194
Duration : 10 hours
Avg Rating : 4.5 (33 ratings)
Original Price : $119.99
Discount Price : $9.99
Instructor / Provider : Ryan Ahmed, Udemy
Course Type : Self Paced Online Course. Lifetime Access
Coupon : Click on ENROLL NOW to apply discount code
What you’ll learn
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Build Data Wrangling AI agents in CoPilot to automate cleaning and preparation tasks on complex datasets.
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Design effective prompts and apply prompting strategies (zero-shot, few-shot, chain-of-thought) to optimize outputs from generative AI systems.
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Use the Pandas library and Microsoft CoPilot to load, manipulate, and analyze real-world datasets programmatically.
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Perform feature engineering tasks such as one-hot encoding, normalization, and standardization to prepare data for machine learning models.
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Apply practical techniques for cleaning messy datasets: handling missing values, removing duplicates, merging data sources, and ensuring consistent formatting.
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Master Data visualization Libraries such as Matplotlib, Seaborn, and Plotly Express to plot static and interactive insight-rich visuals.
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Gain hands-on experience with Microsoft Copilot’s Analyst Agent to automate visualization workflows, generate perspectives quickly, and interpret outputs
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Understand common data visualization types including scatterplots, bubble charts, bar charts, line charts, histograms, box plots, pie charts, and area charts
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Build and interpret regression line plots to study correlations between features and quantify the strength of relationships in data.
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Develop and evaluate classification models (e.g., Logistic Regression, Decision Trees, SVMs, Random Forests, Gradient Boosting, kNN, Naive Bayes)
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Construct and analyze confusion matrices, & calculate key metrics (accuracy, precision, recall, specificity, F1 score, ROC-AUC) to assess model performance
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Identify which performance metrics matter most in specific contexts (e.g., fraud detection vs. marketing campaigns) and justify model selection
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Use CoPilot to build, evaluate, & interpret machine learning pipelines; from exploratory data analysis to model training & evaluation
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Explain the concept of anomaly detection, describe its importance in uncovering unusual patterns, and illustrate real-world applications such as fraud detection
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Apply the Z-score method by calculating and interpreting z-scores, detecting outliers in sales datasets, and visualizing deviations from average performance
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Build an AI Agent in Microsoft Copilot that automates Z-score analysis for sales data, detects anomalies beyond set thresholds, & provides clear visualization
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Implement the Isolation Forest algorithm in Copilot to design an AI Agent (“Isolation Forest Detector”) that isolates and highlights anomalous sales behaviors
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Evaluate the business impact of anomalies uncovered through both techniques, explaining how these insights inform decisions on risks (e.g., revenue drops)
Deal Score0
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FAQs on Udemy Coupon
Are there any limitations to access udemy coupon Code?
Yes, CoPilot & AI Agents for Data Science Bootcamp [2025] coupon code is valid for the first 1,000 enrollments or for 30 days, whichever comes first. After that, the coupon will expire.
Is CoPilot & AI Agents for Data Science Bootcamp [2025] free download available?
No, you cannot download Udemy course directly from the website. However, Udemy’s mobile app for iOS and Android allows you to download courses for offline viewing within the app.
Can I get a refund for the CoPilot & AI Agents for Data Science Bootcamp [2025] course, If I purchased with a coupon?
Yes, Udemy offers a 30-day money-back guarantee for all courses purchased on the website, even if you used a coupon to purchase the course.
