{"title":"Python","description":"\u003cp\u003ePython for data analysis — pandas, EDA, cleaning, and automation. Built for analysts, not developers.\u003c\/p\u003e","products":[{"product_id":"python-for-analysts™-pandas-eda-cleaning-automation","title":"Python for Data Analysis™","description":"\u003cp\u003e\u003cstrong\u003eThe complete Python system for data analysts — from first line of code to automated reporting pipelines.\u003c\/strong\u003e Built around pandas, NumPy, matplotlib, and seaborn — the exact libraries used in analyst roles daily.\u003c\/p\u003e\u003cp\u003ePython is the fastest-growing skill in data analytics job postings. This guide teaches it the way analysts actually use it — for data cleaning, exploration, visualisation, and automation — not computer science theory.\u003c\/p\u003e\u003ch3\u003eWhat's inside\u003c\/h3\u003e\u003cul\u003e\n\u003cli\u003ePython fundamentals for analysts: variables, data types, loops, functions, and list comprehensions\u003c\/li\u003e\n\u003cli\u003eNumPy: arrays, vectorised operations, and statistical functions\u003c\/li\u003e\n\u003cli\u003epandas deep dive: DataFrames, groupby, merge, pivot, reshape, and time series\u003c\/li\u003e\n\u003cli\u003eReal data cleaning techniques: handle missing values, fix data types, remove duplicates, standardise formats\u003c\/li\u003e\n\u003cli\u003eExploratory Data Analysis (EDA) framework: the 7-step process used by professional analysts\u003c\/li\u003e\n\u003cli\u003eData visualisation: matplotlib and seaborn — bar charts, line charts, scatter plots, heatmaps, distributions\u003c\/li\u003e\n\u003cli\u003eAutomated Excel reporting: generate formatted Excel files with charts using openpyxl\u003c\/li\u003e\n\u003cli\u003e5 complete portfolio projects with real datasets and step-by-step walkthroughs\u003c\/li\u003e\n\u003cli\u003e20+ exercises with solutions\u003c\/li\u003e\n\u003c\/ul\u003e\u003ch3\u003eWho this is for\u003c\/h3\u003e\u003cp\u003eComplete beginners who have never written Python before. Analysts who know the basics but want to use Python for real work. Anyone who wants to automate their weekly Excel reports.\u003c\/p\u003e\u003cp\u003e\u003cem\u003eInstant download. Works with Python 3.8+, Anaconda, and Google Colab (free).\u003c\/em\u003e\u003c\/p\u003e","brand":"DataCareerPath","offers":[{"title":"Default","offer_id":58017714864392,"sku":null,"price":14.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/1042\/6761\/2424\/files\/ChatGPTImageJun14_2026_08_43_40PM.png?v=1781462962"},{"product_id":"cheat-sheets-collection™-sql-python-excel-power-bi-tableau","title":"SQL Cheat Sheets Collection™","description":"\u003cp\u003e\u003cstrong\u003ePrint-ready quick reference cheat sheets for every tool data analysts use daily.\u003c\/strong\u003e SQL, Python, Excel, Power BI, and Tableau — the patterns you need to remember, distilled onto clean A4 reference sheets.\u003c\/p\u003e\u003cp\u003eStop Googling syntax mid-task. Stop forgetting the exact XLOOKUP arguments or the LAG window function order. These cheat sheets live on your desk and eliminate the friction that slows down every analyst every single day.\u003c\/p\u003e\u003ch3\u003eWhat's included\u003c\/h3\u003e\u003cul\u003e\n\u003cli\u003eSQL cheat sheet — SELECT, WHERE, GROUP BY, JOINs, CTEs, window functions, subqueries, date functions\u003c\/li\u003e\n\u003cli\u003ePython\/pandas cheat sheet — DataFrame creation, selection, filtering, groupby, merge, reshape, plotting\u003c\/li\u003e\n\u003cli\u003eExcel formulas cheat sheet — XLOOKUP, INDEX MATCH, SUMIFS, dynamic arrays, Power Query steps\u003c\/li\u003e\n\u003cli\u003ePower BI\/DAX cheat sheet — CALCULATE, FILTER, time intelligence, iterators, RANKX\u003c\/li\u003e\n\u003cli\u003eTableau cheat sheet — calculated fields, LOD expressions, table calculations, parameter controls\u003c\/li\u003e\n\u003cli\u003eAll sheets formatted for A4 and US Letter printing\u003c\/li\u003e\n\u003cli\u003eDark and light versions included\u003c\/li\u003e\n\u003c\/ul\u003e\u003ch3\u003eWho this is for\u003c\/h3\u003e\u003cp\u003eWorking analysts who want to stop Googling the same things repeatedly. Students preparing for technical tests. Anyone building a second-screen quick reference for daily work.\u003c\/p\u003e\u003cp\u003e\u003cem\u003eInstant download. PDF format. Print at home or save to your second screen.\u003c\/em\u003e\u003c\/p\u003e","brand":"DataCareerPath","offers":[{"title":"Default","offer_id":58017716470024,"sku":null,"price":21.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/1042\/6761\/2424\/files\/ChatGPTImageJun14_2026_08_31_36PM_8f090c14-ec36-4be2-8952-92a4ad94107c.png?v=1781462222"}],"url":"https:\/\/datacareerpath.com\/collections\/python.oembed","provider":"Datacareerpath","version":"1.0","type":"link"}