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Data Smart
by John W. Foreman • 2013
Real machine learning inside Excel: cluster customers, forecast demand, optimize decisions. No code.
4.12
1k+
Data Smart Summary
Data Smart 90%
Real machine learning inside Excel: cluster customers, forecast demand, optimize decisions. No code.
by John W. Foreman 2013
4.12
1k+ ratings
Python for Excel
by Felix Zumstein • 2021
Turn Excel into a Python engine: automate reports, scale past a million rows, and quit copy-pasting.
4.00
41
Python for Excel Summary
Python for Excel 90%
Turn Excel into a Python engine: automate reports, scale past a million rows, and quit copy-pasting.
by Felix Zumstein 2021
4.00
41 ratings
ChatGPT Excel Mastery
by Mr Anand M • 2023
ChatGPT translates your questions into Excel formulas, dashboards, and macros you can actually use.
ChatGPT Excel Mastery Summary
ChatGPT Excel Mastery 89%
ChatGPT translates your questions into Excel formulas, dashboards, and macros you can actually use.
by Mr Anand M 2023
Microsoft Excel for Stock and Option Traders
by Jeff Augen • 2011
Build a trading lab in Excel: volatility models, backtests, and the edge most traders miss.
3.17
12
Microsoft Excel for Stock and Option Traders Summary
Microsoft Excel for Stock and Option Traders 89%
Build a trading lab in Excel: volatility models, backtests, and the edge most traders miss.
by Jeff Augen 2011
3.17
12 ratings
Python for Finance
by Yves Hilpisch • 2012
Python's finance stack: vectorized data, Monte Carlo methods, deploying models from Excel to web.
3.80
249
Python for Finance Summary
Python for Finance 88%
Python's finance stack: vectorized data, Monte Carlo methods, deploying models from Excel to web.
by Yves Hilpisch 2012
3.80
249 ratings
Option Volatility & Pricing
by Sheldon Natenberg • 1988
Options are insurance: the art is pricing volatility, using the Greeks, and questioning the models.
4.27
1k+
Option Volatility & Pricing Summary
Option Volatility & Pricing 88%
Options are insurance: the art is pricing volatility, using the Greeks, and questioning the models.
by Sheldon Natenberg 1988
4.27
1k+ ratings
Python for Data Analysis
by Wes McKinney • 2011
The pandas creator teaches the full Python data pipeline: messy files in, statistical models out.
4.17
2k+
Python for Data Analysis Summary
Python for Data Analysis 88%
The pandas creator teaches the full Python data pipeline: messy files in, statistical models out.
by Wes McKinney 2011
4.17
2k+ ratings
Practical SQL
by Anthony DeBarros • 2022
Write real SQL: load data, join tables, run statistics, map locations, and query JSON in PostgreSQL.
4.26
239
Practical SQL Summary
Practical SQL 87%
Write real SQL: load data, join tables, run statistics, map locations, and query JSON in PostgreSQL.
by Anthony DeBarros 2022
4.26
239 ratings
Introducing Microsoft Power BI
by Alberto Ferrari • 2016
Connect spreadsheets and databases to build live dashboards, then share them through Office apps.
3.97
202
Introducing Microsoft Power BI Summary
Introducing Microsoft Power BI 87%
Connect spreadsheets and databases to build live dashboards, then share them through Office apps.
by Alberto Ferrari 2016
3.97
202 ratings
Python for Data Analysis
by Oscar Scratch • 2019
Python data analysis, taught through questions: NumPy, Pandas, and the bridge to machine learning.
3.50
2
Python for Data Analysis Summary
Python for Data Analysis 87%
Python data analysis, taught through questions: NumPy, Pandas, and the bridge to machine learning.
by Oscar Scratch 2019
3.50
2 ratings
Paul Wilmott on Quantitative Finance, Volumes 1-3
by Paul Wilmott • 2000
Your hedged portfolio isn't risk-free. Here's why, and the math that explains what actually breaks.
4.25
81
Paul Wilmott on Quantitative Finance, Volumes 1-3 Summary
Paul Wilmott on Quantitative Finance, Volumes 1-3 87%
Your hedged portfolio isn't risk-free. Here's why, and the math that explains what actually breaks.
by Paul Wilmott 2000
4.25
81 ratings
Data Science for Business
by Foster Provost • 2013
Why overfitting sinks most data projects, and the conceptual tools that stop it.
4.13
3k+
Data Science for Business Summary
Data Science for Business 87%
Why overfitting sinks most data projects, and the conceptual tools that stop it.
by Foster Provost 2013
4.13
3k+ ratings
Graph Databases
by Ian Robinson • 2013
Relational databases fail on connected data. Graph databases traverse deep links in milliseconds.
3.64
437
Graph Databases Summary
Graph Databases 87%
Relational databases fail on connected data. Graph databases traverse deep links in milliseconds.
by Ian Robinson 2013
3.64
437 ratings
Head First SQL
by Lynn Beighley • 2007
Excel, SQL, and the predictive powers that turn a report puller into a company’s oracle.
4.01
557
Head First SQL Summary
Head First SQL 87%
Excel, SQL, and the predictive powers that turn a report puller into a company’s oracle.
by Lynn Beighley 2007
4.01
557 ratings
Forecasting
by Rob J. Hyndman • 2013
Build forecasts that work: test on unseen data, beat simple benchmarks, reconcile every level.
4.39
318
Forecasting Summary
Forecasting 87%
Build forecasts that work: test on unseen data, beat simple benchmarks, reconcile every level.
by Rob J. Hyndman 2013
4.39
318 ratings
Predictive Analytics For Dummies
by Anasse Bari • 2013
A guide to building models that forecast, classify, and find hidden patterns, without a math degree.
3.74
111
Predictive Analytics For Dummies Summary
Predictive Analytics For Dummies 87%
A guide to building models that forecast, classify, and find hidden patterns, without a math degree.
by Anasse Bari 2013
3.74
111 ratings
Credit Scoring and Its Applications
by Lyn C. Thomas • 1987
How the algorithms that decide who gets a loan actually work, and how to build them.
3.62
13
Credit Scoring and Its Applications Summary
Credit Scoring and Its Applications 87%
How the algorithms that decide who gets a loan actually work, and how to build them.
by Lyn C. Thomas 1987
3.62
13 ratings
Fundamentals of Database Systems
by Shamkant B. Navathe • 1989
Before the database, there was a file. The conceptual leap that organizes the world's information.
3.81
963
Fundamentals of Database Systems Summary
Fundamentals of Database Systems 87%
Before the database, there was a file. The conceptual leap that organizes the world's information.
by Shamkant B. Navathe 1989
3.81
963 ratings
Python Machine Learning Case Studies
by Danish Haroon • 2017
Five Python case studies in machine learning: from data cleanup to a scored model, step by step.
2.60
5
Python Machine Learning Case Studies Summary
Python Machine Learning Case Studies 87%
Five Python case studies in machine learning: from data cleanup to a scored model, step by step.
by Danish Haroon 2017
2.60
5 ratings
Practical Statistics for Data Scientists
by Peter Bruce • 2017
The statistical methods data scientists use daily, from boxplots to bootstrap, minus the proofs.
4.02
545
Practical Statistics for Data Scientists Summary
Practical Statistics for Data Scientists 87%
The statistical methods data scientists use daily, from boxplots to bootstrap, minus the proofs.
by Peter Bruce 2017
4.02
545 ratings
The Model Thinker
by Scott E. Page • 2018
Big data without many models is just noise. The case for thinking through multiple frameworks.
3.92
955
The Model Thinker Summary
The Model Thinker 87%
Big data without many models is just noise. The case for thinking through multiple frameworks.
by Scott E. Page 2018
3.92
955 ratings
Practical Statistics for Data Scientists
by Peter Bruce • 2020
The statistics data scientists actually use, from EDA to ensembles, with working R and Python code.
4.21
261
Practical Statistics for Data Scientists Summary
Practical Statistics for Data Scientists 87%
The statistics data scientists actually use, from EDA to ensembles, with working R and Python code.
by Peter Bruce 2020
4.21
261 ratings
Principles of Corporate Finance
by Richard A. Brealey • 1980
Growth consumes cash. The ratios, models, and budgets that tell you how much and when.
3.94
924
Principles of Corporate Finance Summary
Principles of Corporate Finance 87%
Growth consumes cash. The ratios, models, and budgets that tell you how much and when.
by Richard A. Brealey 1980
3.94
924 ratings
The Economist Numbers Guide
by The Economist • 2001
A 50% raise then 50% cut leaves you at 75%. The business math that stops costly errors.
3.84
67
The Economist Numbers Guide Summary
The Economist Numbers Guide 87%
A 50% raise then 50% cut leaves you at 75%. The business math that stops costly errors.
by The Economist 2001
3.84
67 ratings
PYTHON FOR DATA ANALYSIS
by Ryshith Doyle • 2019
The systematic NumPy and Pandas walkthrough: import, clean, combine, and analyze data in Python.
3.67
6
PYTHON FOR DATA ANALYSIS Summary
PYTHON FOR DATA ANALYSIS 87%
The systematic NumPy and Pandas walkthrough: import, clean, combine, and analyze data in Python.
by Ryshith Doyle 2019
3.67
6 ratings
The (Mis) Behavior of Markets
by Benoît B. Mandelbrot • 1997
Ten trading days can hold half a market's losses, and the standard models never see them coming.
4.09
6k+
The (Mis) Behavior of Markets Summary
The (Mis) Behavior of Markets 87%
Ten trading days can hold half a market's losses, and the standard models never see them coming.
by Benoît B. Mandelbrot 1997
4.09
6k+ ratings
The Science of Algorithmic Trading and Portfolio Management
by Robert Kissell • 2013
Broker trading-cost models are black boxes. The math to build transparent ones yourself.
3.76
25
The Science of Algorithmic Trading and Portfolio Management Summary
The Science of Algorithmic Trading and Portfolio Management 87%
Broker trading-cost models are black boxes. The math to build transparent ones yourself.
by Robert Kissell 2013
3.76
25 ratings
Street-Fighting Mathematics
by Sanjoy Mahajan • 2010
A toolkit for rough-and-ready problem solving: estimate with units, symmetry, and clever shortcuts.
3.74
236
Street-Fighting Mathematics Summary
Street-Fighting Mathematics 87%
A toolkit for rough-and-ready problem solving: estimate with units, symmetry, and clever shortcuts.
by Sanjoy Mahajan 2010
3.74
236 ratings
Shape
by Jordan Ellenberg • 2021
Geometry is not about triangles. It is the hidden structure of pandemics, search, and democracy.
3.73
2k+
Shape Summary
Shape 87%
Geometry is not about triangles. It is the hidden structure of pandemics, search, and democracy.
by Jordan Ellenberg 2021
3.73
2k+ ratings
The Flaw of Averages
by Sam L. Savage • 2009
A single average can sink your plan. The missing skill: thinking in distributions.
3.86
574
The Flaw of Averages Summary
The Flaw of Averages 87%
A single average can sink your plan. The missing skill: thinking in distributions.
by Sam L. Savage 2009
3.86
574 ratings
Mastering Regular Expressions
by Jeffrey E.F. Friedl • 1997
Understand the engine behind your regex: why some patterns crawl, and how to make them run.
4.16
2k+
Mastering Regular Expressions Summary
Mastering Regular Expressions 87%
Understand the engine behind your regex: why some patterns crawl, and how to make them run.
by Jeffrey E.F. Friedl 1997
4.16
2k+ ratings
How to Measure Anything
by Douglas W. Hubbard • 1985
That thing you call immeasurable? Redefine measurement; the toolkit is simpler than anyone admits.
3.90
4k+
How to Measure Anything Summary
How to Measure Anything 87%
That thing you call immeasurable? Redefine measurement; the toolkit is simpler than anyone admits.
by Douglas W. Hubbard 1985
3.90
4k+ ratings
Trading Options Greeks
by Dan Passarelli • 2012
Direction alone won't make you money in options. The five risk measures that will.
4.28
158
Trading Options Greeks Summary
Trading Options Greeks 87%
Direction alone won't make you money in options. The five risk measures that will.
by Dan Passarelli 2012
4.28
158 ratings
Python Data Science Handbook
by Jake VanderPlas • 2016
Four libraries, one workflow: the Python path from raw data to validated predictions.
4.29
676
Python Data Science Handbook Summary
Python Data Science Handbook 87%
Four libraries, one workflow: the Python path from raw data to validated predictions.
by Jake VanderPlas 2016
4.29
676 ratings
Automate the Boring Stuff with Python
by Al Sweigart • 2014
Turn tedious computer work into scripts: spreadsheets, emails, and scraping, taught from zero.
4.28
3k+
Automate the Boring Stuff with Python Summary
Automate the Boring Stuff with Python 87%
Turn tedious computer work into scripts: spreadsheets, emails, and scraping, taught from zero.
by Al Sweigart 2014
4.28
3k+ ratings
Low-Code AI
by Gwendolyn Stripling • 2023
Skip Python. Train regression models, engineer features, and explain predictions, all in SQL.
4.33
6
Low-Code AI Summary
Low-Code AI 87%
Skip Python. Train regression models, engineer features, and explain predictions, all in SQL.
by Gwendolyn Stripling 2023
4.33
6 ratings
Pluses and Minuses
by Stefan Buijsman • 2018
Three mathematical discoveries run your digital life; understanding them is simpler than you think.
3.41
290
Pluses and Minuses Summary
Pluses and Minuses 87%
Three mathematical discoveries run your digital life; understanding them is simpler than you think.
by Stefan Buijsman 2018
3.41
290 ratings
Learning Python Data Visualization
by Chad Adams • 2014
Turn spreadsheets and web data into SVG charts with Python, no design background required.
3.00
5
Learning Python Data Visualization Summary
Learning Python Data Visualization 87%
Turn spreadsheets and web data into SVG charts with Python, no design background required.
by Chad Adams 2014
3.00
5 ratings
Fundamental Methods of Mathematical Economics
by Alpha C. Chiang • 1974
Economics explained in equations: a rigorous toolkit from statics to dynamic systems.
4.02
541
Fundamental Methods of Mathematical Economics Summary
Fundamental Methods of Mathematical Economics 87%
Economics explained in equations: a rigorous toolkit from statics to dynamic systems.
by Alpha C. Chiang 1974
4.02
541 ratings
The Math of Life and Death
by Kit Yates • 2019
Key mathematical ideas govern medicine, law, and media, and your intuition gets each one wrong.
3.90
2k+
The Math of Life and Death Summary
The Math of Life and Death 87%
Key mathematical ideas govern medicine, law, and media, and your intuition gets each one wrong.
by Kit Yates 2019
3.90
2k+ ratings
Statistics 101
by David Borman • 2018
A single-volume stats class: summarize data, test hunches, and build forecasts, minus the jargon.
2.94
147
Statistics 101 Summary
Statistics 101 87%
A single-volume stats class: summarize data, test hunches, and build forecasts, minus the jargon.
by David Borman 2018
2.94
147 ratings
Mastering Salesforce Reports and Dashboards
by David Carnes • 2023
Why most Salesforce dashboards fail: bad folder permissions, missing fields, and how to fix them.
5.00
1
Mastering Salesforce Reports and Dashboards Summary
Mastering Salesforce Reports and Dashboards 87%
Why most Salesforce dashboards fail: bad folder permissions, missing fields, and how to fix them.
by David Carnes 2023
5.00
1 ratings
DAMA-DMBOK
by DAMA International • 2017
Data is an asset, not a byproduct. The master reference for governing, modeling, and analyzing it.
4.15
172
DAMA-DMBOK Summary
DAMA-DMBOK 87%
Data is an asset, not a byproduct. The master reference for governing, modeling, and analyzing it.
by DAMA International 2017
4.15
172 ratings
Practical Time Series Analysis
by Aileen Nielsen • 2019
When ARIMA beats deep learning, and when it doesn't: the pipeline from cleaning to prediction.
3.77
64
Practical Time Series Analysis Summary
Practical Time Series Analysis 87%
When ARIMA beats deep learning, and when it doesn't: the pipeline from cleaning to prediction.
by Aileen Nielsen 2019
3.77
64 ratings
Trading Bases
by Joe Peta • 2013
A Wall Street quant's baseball model found the betting market lagging reality, just like stocks.
4.03
1k+
Trading Bases Summary
Trading Bases 87%
A Wall Street quant's baseball model found the betting market lagging reality, just like stocks.
by Joe Peta 2013
4.03
1k+ ratings
The Quants
by Scott Patterson • 2010
Math prodigies built Wall Street's best money machines. Then, in one week, their models all failed.
3.89
9k+
The Quants Summary
The Quants 87%
Math prodigies built Wall Street's best money machines. Then, in one week, their models all failed.
by Scott Patterson 2010
3.89
9k+ ratings
Options as a Strategic Investment
by Lawrence G. McMillan • 1980
Every options strategy from covered calls to arbitrage, with the math that picks the right trade.
4.22
510
Options as a Strategic Investment Summary
Options as a Strategic Investment 87%
Every options strategy from covered calls to arbitrage, with the math that picks the right trade.
by Lawrence G. McMillan 1980
4.22
510 ratings
Data Science
by John D. Kelleher • 2018
Turning raw data into decisions requires a defined process, not just algorithms and statistics.
3.90
876
Data Science Summary
Data Science 87%
Turning raw data into decisions requires a defined process, not just algorithms and statistics.
by John D. Kelleher 2018
3.90
876 ratings
Data Analytics Made Accessible
by Anil Maheshwari • 2014
Every analytics technique a manager needs, from decision trees to big data, mapped and demystified.
3.76
323
Data Analytics Made Accessible Summary
Data Analytics Made Accessible 87%
Every analytics technique a manager needs, from decision trees to big data, mapped and demystified.
by Anil Maheshwari 2014
3.76
323 ratings
Introduction to Computation and Programming Using Python
by John V. Guttag • 2013
A computer calculates and remembers; everything beyond that is what you build with code.
4.22
500
Introduction to Computation and Programming Using Python Summary
Introduction to Computation and Programming Using Python 87%
A computer calculates and remembers; everything beyond that is what you build with code.
by John V. Guttag 2013
4.22
500 ratings
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