Logistic Regression - Concept Simplified!!

Logistic Regression - Concept Simplified!!

Logistic regression is a classification algorithm used to assign observations to a discrete set of classes. Unlike linear regression which outputs continuous number values, logistic regression transforms its output using the logistic sigmoid function to return a probability value which can then be mapped to two or more discrete classes.

Logistic regression is a classification algorithm used to assign observations to a discrete set of classes. Unlike linear regression which outputs continuous number values, logistic regression transforms its output using the logistic sigmoid function to return a probability value which can then be mapped to two or more discrete classes.

In this machine learning video tutorial, the following topics are covered :

  1. High level explanation of the challenge Logistic Regression solves.
  2. Concept of Logistic Regression.
  3. The Sigmoid Function.
  4. How to interpret and produce definite classes for your newly classified instances.
  5. Later (Maximum Likelihood Estimate).

Logistic Management App - Potential to Mobilise Logistic Industry

The logistics industry is highly competitive and suffers from its share of challenges. The popularity of eCommerce and high customer demand have compelled logistics companies to seek effective means of management. According to a leading survey...

The logistics industry is highly competitive and suffers from its share of challenges. The popularity of eCommerce and high customer demand have compelled logistics companies to seek effective means of management.
According to a leading survey, one of the biggest challenges facing logistics is on-time delivery. Companies also find it difficult to satisfy the customer demand for transparency about every step of the delivery process. On top of that, communication with drivers, suppliers and customers also remain a top challenge. Lack of collaboration and proper ways of inventory management also worries businesses in logistics.
Fortunately, technology has emerged to help logistics companies meet their challenges. By using logistics management app and automation, you can now cut down delivery times, improve communication and manage inventory in an optimum way.
Today, we will discuss the features of logistics management solutions and show you how they can solve your pain points, we will also have a glimpse over the benefits of Logistic Management app for logistics management and industry.
But first, let's take a look at the common logistic app solutions you can opt for.
Types of Logistics and Transportation Apps Solutions
You can choose to go for a number of logistics management app solutions for your business. Here are some of the most common ones -
• Apps to manage the fleet:
This app for logistics management handles all data associated with fleet management. You can empower your drivers with the app and manage your fleet with full visibility into your operations. It serves as an end-to-end mobile solution that reduces errors and helps you make optimum use of your fleet. You may also be able to communicate with your fleet using fleet management apps.
• Apps for tracking:
Tracking apps let you know the real-time location of your vehicle and drivers. You can also access the delivery routes of your trucks and the drop-off locations of goods. This enables you to assign jobs easily and effectively based on distance and time. A tracking app uses GPS and features like Google Maps to provide real-time updates.
On-demand apps:
On-demand logistics apps help you meet the increased demand of customers. Users can use the app to hire trucks for transportation just like you book an Uber. Everything is done through the app cutting down costs and human intervention. You can also receive payments through the app and communicate with the client.
Apps for warehouses:
Apps for warehouses are also a part of the logistics management system. You can manage and keep track of goods stored in the warehouse using the app. It also lets you manage the movement of goods and helps you to stay on top of your operations. Apps for warehouses increase the efficiency of your warehousing activities and reduces waste.

Read more on Trucking and Logistics App Development

Applications of IoT in Logistics Industry

Applications of IoT in Logistics Industry

Applications of IoT in the logistics industry are now emerging at an unprecedented rate. By using the integrated solutions of IoT, businesses can develop data and process it to create useful insights, which further boosts the mobility and speed at...

Applications of IoT in the logistics industry are now emerging at an unprecedented rate. By using the integrated solutions of IoT, businesses can develop data and process it to create useful insights, which further boosts the mobility and speed at which the goods are conveyed. IoT for logistics will act as a new pillar and enhance its existing rudimentary aspects. The global connected logistics market is already booming and by using new mobile technologies companies can manage supply chain management and distribution systems.

Visit: https://www.biz4intellia.com/blog/6-widespread-applications-of-iot-in-logistics-industry/

Logistic Management App - Potential to Mobilise Logistic Industry

Logistic Management App - Potential to Mobilise Logistic Industry

The logistics industry is highly competitive and suffers from its share of challenges. The popularity of eCommerce and high customer demand have compelled logistics companies to seek effective means of management. According to a leading survey...

The logistics industry is highly competitive and suffers from its share of challenges. The popularity of eCommerce and high customer demand have compelled logistics companies to seek effective means of management.
According to a leading survey, one of the biggest challenges facing logistics is on-time delivery. Companies also find it difficult to satisfy the customer demand for transparency about every step of the delivery process. On top of that, communication with drivers, suppliers and customers also remain a top challenge. Lack of collaboration and proper ways of inventory management also worries businesses in logistics.
Fortunately, technology has emerged to help logistics companies meet their challenges. By using logistics management app and automation, you can now cut down delivery times, improve communication and manage inventory in an optimum way.
Today, we will discuss the features of logistics management solutions and show you how they can solve your pain points, we will also have a glimpse over the benefits of Logistic Management app for logistics management and industry.
But first, let's take a look at the common logistic app solutions you can opt for.
Types of Logistics and Transportation Apps Solutions
You can choose to go for a number of logistics management app solutions for your business. Here are some of the most common ones -
• Apps to manage the fleet:
This app for logistics management handles all data associated with fleet management. You can empower your drivers with the app and manage your fleet with full visibility into your operations. It serves as an end-to-end mobile solution that reduces errors and helps you make optimum use of your fleet. You may also be able to communicate with your fleet using fleet management apps.
• Apps for tracking:
Tracking apps let you know the real-time location of your vehicle and drivers. You can also access the delivery routes of your trucks and the drop-off locations of goods. This enables you to assign jobs easily and effectively based on distance and time. A tracking app uses GPS and features like Google Maps to provide real-time updates.
On-demand apps:
On-demand logistics apps help you meet the increased demand of customers. Users can use the app to hire trucks for transportation just like you book an Uber. Everything is done through the app cutting down costs and human intervention. You can also receive payments through the app and communicate with the client.
Apps for warehouses:
Apps for warehouses are also a part of the logistics management system. You can manage and keep track of goods stored in the warehouse using the app. It also lets you manage the movement of goods and helps you to stay on top of your operations. Apps for warehouses increase the efficiency of your warehousing activities and reduces waste.

Read more on Trucking and Logistics App Development