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
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Companies Likely to Aquire Federal Funding 150 150 Jonathan Poland

Companies Likely to Aquire Federal Funding

While the specific industries receiving federal funding can vary depending on the country and its government priorities, there are several…

Human Resources Jonathan Poland

Human Resources

Human resources is the department within a business that is responsible for managing and coordinating the people who work for…

Competitive Markets Jonathan Poland

Competitive Markets

In a competitive market, multiple participants exchange value without any single entity having control over the market. This type of…

Original Research Jonathan Poland

Original Research

Original research refers to the creation of new knowledge through the investigation of a topic or problem. This can involve…

Innovation Objectives Jonathan Poland

Innovation Objectives

Innovation objectives are aims to significantly improve something through the use of experimentation, risk-taking, and creativity. These goals tend to…

Market Intelligence Jonathan Poland

Market Intelligence

Market intelligence refers to the process of gathering, analyzing, and disseminating information about a market, competitors, and industry trends in…

Tactical Risk Jonathan Poland

Tactical Risk

Tactical risk refers to the potential for losses due to changes in business conditions in real-time. Tactics differ from strategy…

Customer Journey Jonathan Poland

Customer Journey

A customer journey is the experience that a customer has with a company or brand over time, from their perspective.…

Conformance Quality Jonathan Poland

Conformance Quality

Conformance quality refers to the production of products and delivery of services that meet specified standards or requirements. It is…

Content Database

Restructuring Jonathan Poland

Restructuring

Restructuring is the process of reorganizing or reshaping an organization in order to improve its efficiency, effectiveness, or competitiveness. It…

What is Air Gap? Jonathan Poland

What is Air Gap?

An air gap is a computer network that is physically isolated from other networks, including the internet. This isolation is…

Commoditization Jonathan Poland

Commoditization

Commoditization occurs when certain products or services become interchangeable, leading customers to focus on price as the main factor in…

Agile Change Management Jonathan Poland

Agile Change Management

Agile change management is the practice of leading continuous delivery processes in which changes are shipped within weeks. This approach…

Lobbying Jonathan Poland

Lobbying

Vertical integration is when a single company owns multiple levels or all of its supply chain.

Examples of Customer Needs Jonathan Poland

Examples of Customer Needs

Customer needs refer to the specific requirements, desires, or expectations that a customer has for a product or service. These…

Action Plan Jonathan Poland

Action Plan

An action plan is a detailed strategy that outlines the steps and resources needed to achieve a specific goal. It…

Market Research 150 150 Jonathan Poland

Market Research

Market research is a fundamental step for business development as it helps businesses understand their market, customers, and competitors better.…

Efficiency Jonathan Poland

Efficiency

Efficiency is a measure of how well resources are used to produce goods and services. It is typically calculated by…