Data Science

Data Science

Data Science Jonathan Poland

Data science is the use of mathematical and statistical methods, machine learning algorithms, and other techniques to extract meaning and actionable insights from data. It typically requires a background in a quantitative discipline, such as statistics, mathematics, physics, or computer science, and involves working knowledge of the methods, processes, algorithms, platforms, languages, and techniques used to build models and explore data. In addition to technical skills, data science also requires soft skills such as communication, public speaking, and stakeholder management. These skills are important for effectively presenting findings and working with a variety of stakeholders to drive action based on the insights obtained from data. The following are common data science skills.

Algorithms Analytics
Backtesting Big Data Platforms
Business Analysis Business Intelligence
Calculus Cloud Platforms
Coding Cohort Analysis
Data Aggregation Data Analysis
Data Architecture Data Classification
Data Cleaning Data Communication
Data Exploration Data Flows
Data Harmonization Data Historians
Data Ingestion Data Integration
Data Intuition Data Lineage
Data Management Data Mining
Data Models Data Visualization
Data Wrangling Databases
Decision Modeling Decision Trees
Deep Learning Deployment
Distributed Processing of Large Datasets Ensemble Methods
Executive Communication Experiment Design
Extract Forecasting
Information Security Interdisciplinary Learning
Linear Algebra Linear Models
Machine Learning Markov Chain Monte Carlo (MCMC)
Monitoring Model Performance Multivariate Analysis
Neural Networks Predictive Analytics
Prescriptive Analytics Presentations
Probability Distributions Problem Framing
Product Development Public Speaking
Random Forests Regression Analysis
Requirements Gathering SQL
Sampling Methods Scripting
Stakeholder Management Statistical Hypothesis Testing
Statistical Learning Statistical Software
Statistics Statistics Platforms
Stochastic Models Structured Thinking
Testing Transform & Load (ETL)
Trend Analysis
Learn More
Business Impact Risk Jonathan Poland

Business Impact Risk

Business impact risk refers to the potential negative consequences that a business may face as a result of certain events…

What is Food Sovereignty? Jonathan Poland

What is Food Sovereignty?

Food sovereignty is the right of peoples and countries to define their own food and agriculture systems, rather than being…

Quality Goals Jonathan Poland

Quality Goals

Quality goals are specific targets that are set to improve the quality of a product, service, or process. They are…

Ingredient Branding Jonathan Poland

Ingredient Branding

Ingredient branding, also known as component branding or parts branding, is a marketing strategy that focuses on promoting the individual…

Go-To-Market Strategy Jonathan Poland

Go-To-Market Strategy

A go-to-market strategy is a plan that outlines how a business will introduce its products or services to the market…

Leadership Development Jonathan Poland

Leadership Development

Leadership development is the process of helping employees develop the necessary skills and competencies to take on leadership roles within…

Balance Sheet Jonathan Poland

Balance Sheet

The balance sheet is a financial statement that provides a snapshot of a company’s financial position at a specific point…

Aftermarket Jonathan Poland


The aftermarket refers to the market for products and services that are used to upgrade, customize, repair, or maintain durable…

Foot in the Door Jonathan Poland

Foot in the Door

The foot-in-the-door technique is a persuasion strategy that involves asking for a small favor or agreement first, before making a…

Content Database

Search over 1,000 posts on topics across
business, finance, and capital markets.

Economic Opportunity Jonathan Poland

Economic Opportunity

Economic opportunity refers to the support that a society provides to individuals that enables them to thrive in the economy.…

Selling Points Jonathan Poland

Selling Points

Selling points are the key features or benefits of a product that make it attractive to potential customers. These selling…

What is Genchi Genbutsu? Jonathan Poland

What is Genchi Genbutsu?

Genchi Genbutsu is a Japanese term that refers to the practice of going to the source or the root of…

Resource Efficiency Jonathan Poland

Resource Efficiency

Resource efficiency is the process of using resources in a way that maximizes their value and minimizes waste. This can…

Marketing Message Jonathan Poland

Marketing Message

A marketing message refers to any media or communication that is intended to persuade or influence customers. Marketing messages can…

Workplace Issues Jonathan Poland

Workplace Issues

Workplace issues can negatively impact employee satisfaction and organizational performance. These issues often arise from cultural and systemic problems, and…

Product Markets Jonathan Poland

Product Markets

A product market is a venue where buyers and sellers can exchange goods or services. Product markets can be large…

Ways of Thinking Jonathan Poland

Ways of Thinking

Ways of thinking refer to the mindsets and approaches that individuals use to form their ideas, opinions, decisions, and actions.…

What is Leadership? Jonathan Poland

What is Leadership?

In the modern business world, where rapid changes, technological advancements, and global challenges are the norm, effective leadership is more…