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Uniform-cost search

FAI - Foundations of Artificial Intelli... Uninformed Search Algorithms

When actions have different costs, an obvious choice is to use best-first search where the evalua...

Updated 2 years ago by Paolo Basso

02 Data Wrangling Process

SMBUD - Systems and Methods for Big and... 14 Data Wrangling

Data Wrangling is the process of transforming “raw” data into data that can be analyzed to gener...

Updated 2 years ago by Paolo Basso

03 Scraping

SMBUD - Systems and Methods for Big and... 04 Data ingestion and API

Web crawling, data crawling, and web scraping are all names to define the process of data extrac-...

Updated 2 years ago by Paolo Basso

01 Introduction to API

SMBUD - Systems and Methods for Big and... 04 Data ingestion and API

Data ingestion Data ingestion is the first and fundamental step of any Data Analysis Pipeline. Th...

Updated 2 years ago by Paolo Basso

02 Cassandra

SMBUD - Systems and Methods for Big and... 09 Columnar Databases

Apache Cassandra is a highly scalable, high-performance distributed database designed to handle l...

Updated 2 years ago by Paolo Basso

04 A map of NoSQL technologies

SMBUD - Systems and Methods for Big and... 05 NoSQL introduction

Key-Value Store A key that refers to a payload (actual content / data). E.g. MemcacheDB, Azure T...

Updated 2 years ago by Paolo Basso

Backtracking Search for CSPs

FAI - Foundations of Artificial Intelli... Constraint Satisfaction Problems

Sometimes we can finish the constraint propagation process and still have variables with multiple...

Updated 2 years ago by Paolo Basso

Introduction

FAI - Foundations of Artificial Intelli... Logical Agents

A logical agent is an agent that is capable of using logical sentences to represent knowledge of ...

Updated 2 years ago by Paolo Basso

03 ER Exercises

SMBUD - Systems and Methods for Big and... 03 ER and Relational Data Models

Exercise 1 Design an ER Model for a car rental system that manages the customers, the cars and th...

Updated 2 years ago by Paolo Basso

Introduction

FAI - Foundations of Artificial Intelli... Constraint Satisfaction Problems

Factored representation for each state: a set of variables, each of which has a value. A problem ...

Updated 2 years ago by Paolo Basso

Stochastic games

FAI - Foundations of Artificial Intelli... Adversarial Search

Many games include unpredictable stochastic events, like throwing of dice in backgammon We can ap...

Updated 2 years ago by Paolo Basso

Introduction

FAI - Foundations of Artificial Intelli... Adversarial Search

In this chapter we cover competitive environments, in which two or more agents have conflicting g...

Updated 2 years ago by Paolo Basso

Summary

FAI - Foundations of Artificial Intelli... Uninformed Search Algorithms

Updated 2 years ago by Paolo Basso

Bidirectional search

FAI - Foundations of Artificial Intelli... Uninformed Search Algorithms

Simultaneously searches forward from the initial state and backwards from the goal state(s), hopi...

Updated 2 years ago by Paolo Basso

Introduction

FAI - Foundations of Artificial Intelli... Uninformed Search Algorithms

Preliminaries A search algorithm takes a search problem as input and returns a solution, or an in...

Updated 2 years ago by Paolo Basso

Flume

SMBUD - Systems and Methods for Big and... 12-13 Hadoop Subprojects

Apache Flume is a distributed, reliable, and available software for efficiently collecting, aggre...

Updated 2 years ago by Paolo Basso

Sqoop

SMBUD - Systems and Methods for Big and... 12-13 Hadoop Subprojects

Sqoop is a command-line interface application for transferring data between relational databases ...

Updated 2 years ago by Paolo Basso

Storm

SMBUD - Systems and Methods for Big and... 12-13 Hadoop Subprojects

Apache Storm is a distributed stream processing computation framework. Storm provides realtime co...

Updated 2 years ago by Paolo Basso

Impala

SMBUD - Systems and Methods for Big and... 12-13 Hadoop Subprojects

Apache Impala is an open source massively parallel processing (MPP) SQL query engine for data sto...

Updated 2 years ago by Paolo Basso

Hive

SMBUD - Systems and Methods for Big and... 12-13 Hadoop Subprojects

Apache Hive is a data warehouse software project built on top of Apache Hadoop for providing data...

Updated 2 years ago by Paolo Basso