List: Knowledgebase Analytics | Curated by Prof. Frenzel

Nov 10, 2024
66 stories
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Knowledgebase Analytics
Prof. Frenzel
#KB Probability Theory — Part 5- The Central Limit TheoremCentral Limit Theorem explained: From sample sizes to practical limits, see why it’s essential in statistical analysis and business.
Nov 10, 2024
Nov 10, 2024
Prof. Frenzel
#KB Probability Theory — Part 4- Common Continuous Probability DistributionsUse Uniform and Exponential distributions to solve real-world business problems with probability theory basics.
Oct 31, 2024
Oct 31, 2024
Prof. Frenzel
#KB Probability Theory — Part 3- Continuous Probability DistributionsUnderstanding continuous probability distributions: Learn the basics of the normal distribution, confidence intervals, and apply in Excel
Oct 27, 2024
Oct 27, 2024
Prof. Frenzel
#KB Probability Theory — Part 2- Common Discrete Probability DistributionsLearn how Poisson & Geometric distributions help businesses predict customer flow, manage events, and improve decision-making strategies
Oct 16, 2024
Oct 16, 2024
Prof. Frenzel
#KB Probability Theory — Part 1- Introduction to Probability DistributionsFrom Concept to Spreadsheet: Probability Distributions for Business. Learn to use Excel for calculating & charting probability…
Oct 14, 2024
Oct 14, 2024
Prof. Frenzel
What Every Business Analyst Must Know — Part6: Balancing Quality and PragmatismPerfectionism vs. Pragmatism: Explore the pitfalls of perfectionism and how to maintain high standards without sacrificing efficiency.
Aug 30, 2024
Aug 30, 2024
Prof. Frenzel
What Every Business Analyst Must Know — Part5: AutomationAutomation vs. Manual Processes: Find out when to automate and when to rely on manual methods in data analytics.
Aug 5, 2024
2
Aug 5, 2024
2
Prof. Frenzel
#KB Introduction to Linear Optimization — Part 2What happens when a small change in input parameters disrupts a carefully calculated optimal solution?
Jul 1, 2024
Jul 1, 2024
Prof. Frenzel
#KB Risk Analysis — Part 2- Simulation ModelsLearn about simulation model types and uses. Replicate a case study for a stock portfolio yourself!
Jun 21, 2024
Jun 21, 2024
Prof. Frenzel
#KB Risk Analysis — Part 1- IntroductionLearn how to enhance predictive modeling accuracy by identifying and addressing various types of risks and uncertainties.
Jun 19, 2024
Jun 19, 2024
Prof. Frenzel
What Every Business Analyst Must Know — Part4: Statistical SignificanceDiscover how statistical significance helps analysts differentiate meaningful trends from random noise, leading to evidence-based…
May 27, 2024
3
May 27, 2024
3
Prof. Frenzel
#KB Introduction to Linear OptimizationHow can businesses ensure that every decision leads to the optimal use of resources?
Apr 25, 2024
Apr 25, 2024
Prof. Frenzel
#KB Time-Series Forecasting — Part 1: FundamentalsThis series will focus mainly on forecasting models, demonstrating their application in predicting future values.
Apr 16, 2024
Apr 16, 2024
Prof. Frenzel
What Every Business Analyst Must Know — Part3: Understanding MulticollinearityThe ability to refine and adapt models based on an understanding of multicollinearity ultimately leads to better decision-making.
Apr 14, 2024
Apr 14, 2024
Prof. Frenzel
What Every Business Analyst Must Know — Part2: Dealing With ComplexityBasic principles every analyst should understand and utilize when dealing with large datasets.
Apr 6, 2024
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Apr 6, 2024
1
Prof. Frenzel
What Every Business Analyst Must Know — Part1: Statistical MeasuresMeasures of Central Tendency, Variability, Quartiles, Z-Scores, and as always: Correlation does not imply Causation!
Feb 4, 2024
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Feb 4, 2024
11
Prof. Frenzel
Hierarchical Approach to Problem Identification in AnalyticsAs young professionals, it is imperative to approach data analysis with a structured and analytical mindset, breaking down the process.
Jan 30, 2024
Jan 30, 2024
Prof. Frenzel
Critical Skills for Effective Data AnalysisAs the data field continues to evolve at a breakneck pace, this is my attempt to provide an updated skillset for new & young professionals.
Jan 26, 2024
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Jan 26, 2024
3
Prof. Frenzel
#KB Time-Series Analysis — Part 4 — Autoregressive ModelsGear up for an in-depth exploration of Autoregressive Models, the benchmark for advanced time series forecasting.
Nov 26, 2023
Nov 26, 2023
Prof. Frenzel
#KB Ensemble Learning — Part 3 — BoostingImagine if we could train machines to learn from their errors and improve over time.
Nov 25, 2023
Nov 25, 2023