{"product_id":"digital-product-4","title":"BASIC STATISTICS DATA EVALUATION — TRAINING DECK + CASE STUDY","description":"\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003eMost operational decisions are still made on opinion and habit. This complete quality fundamentals course teaches your team to read the data a process actually produces — summarize it, question it, and turn it into a decision they can defend. No statistics background needed: it's built from scratch, in plain language, and every module ends by applying the method to a real plant-capacity problem.\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003ePerfect for continuous-improvement and Lean practitioners, quality and operations people, team leaders, trainers, and any manager who has to justify a call with evidence rather than a hunch.\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e \u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e\u003cb\u003eWHAT YOU GET\u003c\/b\u003e\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e- Training slides (PPTX): a guided 5-module deck that builds it up from scratch —\u003cspan style=\"mso-spacerun: yes;\"\u003e  \u003c\/span\u003etypes of data, graphical analysis, descriptive statistics, and sampling,\u003cspan style=\"mso-spacerun: yes;\"\u003e  \u003c\/span\u003einference \u0026amp; decision making, with a hands-on checkpoint after every module.\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e- A real case study (DOCX + PDF): \"Meridian Assembly\" — a full plant-capacity investigation you solve with the exact method taught in the course, complete with facilitator answers and model conclusions.\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e- The data set (XLSX): 40 weeks of daily throughput on two parallel assembly lines — the same data used in the case study, ready to graph and analyze in Excel or any statistics tool.\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e \u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e\u003cb\u003eFIVE MODULES, ONE CLEAR PATH\u003c\/b\u003e\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e1 - Types of Data: numerical vs categorical, discrete vs continuous, nominal vs ordinal — and how the question you ask decides the distribution you expect (binomial, Poisson, normal).\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e2 - Graphical Analysis: the four essential charts — histogram, Pareto, box \/ individual-value plot and run chart — and how to read a trend from a shift.\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e3 - Descriptive Statistics: location (mean, median, mode), spread (range, variance, standard deviation, coefficient of variation) and shape (skewness and kurtosis).\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e4 - Sampling, Inference \u0026amp; Decision Making: sample vs population, confidence intervals, how much to sample and how, and turning an inference into a \"act now or wait\" decision.\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e5 - Wrap-up: consolidate the method and connect it back to daily work.\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e \u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e\u003cb\u003eA METHOD THAT STICKS: READ → DESCRIBE → DECIDE\u003c\/b\u003e\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e- Read: recognize the data type and choose the right analysis for it.\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e- Describe: summarize performance with the right graph and a few key statistics.\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e- Decide: use the summary — and its uncertainty — to act, or to wait, on purpose.\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e \u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e\u003cb\u003eTHE RUNNING CASE STUDY — MERIDIAN ASSEMBLY\u003c\/b\u003e\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003eYou manage a newly acquired final-assembly plant facing 10% demand growth — beyond anything it has handled before — and capacity is the biggest risk to the plan. Using 40 weeks of daily throughput from two parallel lines, you classify the data, chart it, summarize it and draw an inference. The run chart reveals a clear upward shift on line A right when a 5S Lean pilot began — about a 7% lift in daily output — pointing straight to a testable way to move capacity toward the forecast. Learners reach the conclusion themselves; the facilitator answers are included for you.\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e \u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e\u003cb\u003eWHY TEAMS LOVE IT\u003c\/b\u003e\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e- Fact over opinion: ground operational decisions in evidence, not habit.\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e- The right chart, every time: match the graph to the kind of data you hold.\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e- Read the numbers: location, spread and shape without the jargon.\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e- Signal vs noise: know when a change is real and when to wait.\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e- A real problem, not a toy example: practice on a live plant-capacity case.\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e- No background needed: built from scratch; anyone on the team can follow.\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e- Fully editable: adapt the deck, the case study and the data set to your world.\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e- Instant download: get everything the moment you buy.\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e \u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e\u003cb\u003eWHAT'S IN THE DOWNLOAD\u003c\/b\u003e\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e- 1 x Training deck — .pptx (5 modules, fully editable)\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e- 1 x Meridian Assembly case study — .docx (with facilitator answers)\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"margin-bottom: 0in;\"\u003e- 1 x Throughput data set — .xlsx (40 weeks, two lines)\u003c\/p\u003e\n\u003cp class=\"MsoNormal\"\u003e \u003c\/p\u003e\n\u003cp class=\"MsoNormal\"\u003e\u003ci\u003eInstant digital download. For personal and in-company training use.\u003c\/i\u003e\u003c\/p\u003e","brand":"Quality and Lean Hub","offers":[{"title":"Default Title","offer_id":46819537846445,"sku":null,"price":499.0,"currency_code":"MXN","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0774\/6971\/2557\/files\/01_hero_ec2131d5-417f-4164-8a4f-a1fba43a008d.png?v=1783772747","url":"https:\/\/qualityandleanhub.myshopify.com\/products\/digital-product-4","provider":"Quality and Lean Hub","version":"1.0","type":"link"}