#ai application

[sagorika]

Why Fujitsu introduced a power-saving AI application for Open RAN with Virtuora SMO?

Fujitsu introduced a power-saving AI application for Open RAN with Virtuora SMO #AI #ArtificialIntelligence #OpenRAN #VirtuoraSMO #Fujitsu #Telefónica #DeutscheTelekon #Huawei #Ericsson #ZTE #Nokia

In December 2023, a power-saving AI application was introduced by Fujitsu for Open RAN with Virtuora Service Management and Orchestration (SMO). The application used AI technology for optimizing network capacity by switching it on or off as needed to reduce power consumption by over 20% compared to conventional methods. What is Open RAN? Open RAN (Radio Access Network), a new architecture for…

[aibyrdidini]

HOW TO BUILD AN AI APPLICATION FROM SCRATCH

Building an AI application requires a step-by-step approach, starting with problem identification and data collection.

Here's a simplified breakdown:

1. Identify the Problem and Value Proposition

Clearly define the problem your AI will solve and the value it will offer users.

2. Collect and Clean Data

Gather high-quality data, categorized as structured (e.g., names, dates) or unstructured (e.g., images, text).

Clean and process the data to ensure its accuracy and usability.

3. Choose and Create Algorithms

Select or create algorithms (mathematical instructions) for the AI to learn from the data.

4. Train and Optimize the Model

Train the AI model on the prepared data, aiming for high accuracy.

Refine and optimize the model as needed.

5. Select a Platform and Tools

Choose an in-house or cloud-based platform for development and deployment.

Select programming languages like Python, suitable for machine learning tasks.

6. Deploy and Monitor

Deploy the AI application and continuously monitor its performance.

Python Code Snippet (POC):

import pandas as pd

from sklearn.model_selection import train_test_split

from sklearn.linear_model import LogisticRegression

# Load data

data = pd.read_csv("your_data.csv")

# Split data into features and target variable

X = data.drop("target_column", axis=1)

y = data["target_column"]

# Split data into training and testing sets

X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2)

# Create and train a Logistic Regression model

model = LogisticRegression()

model.fit(X_train, y_train)

# Make predictions on the test set

predictions = model.predict(X_test)

# Evaluate model performance

accuracy = model.score(X_test, y_test)

print("Accuracy:", accuracy)

Here's a brief explanation of the Python code snippet:

Purpose: This code demonstrates training a simple machine learning model for binary classification using Logistic Regression.

Steps:

Imports libraries:

pandas for data manipulation.

sklearn.model_selection for splitting data into training and testing sets.

sklearn.linear_model for Logistic Regression.

Loads data: Assumes a CSV file named "your_data.csv" containing features and a target variable.

Splits data: Separates features (X) from the target variable (y). Further splits X and y into training and testing sets (80% training, 20% testing).

Creates and trains a model: Initializes a Logistic Regression model and trains it on the training data (X_train, y_train).

Makes predictions: Uses the trained model to predict on the testing data (X_test).

Evaluate performance: Calculates the model's accuracy on the testing data and prints it.

This is a simplified overview.

The specific steps and tools involved will vary depending on your project's complexity and requirements.

Also, in Real-world AI applications involve more complex models, data processing, and evaluation techniques.

RDIDINI PROMPT ENGINEER.

[sathiyario05-blog]

What is mean Cybersecurity??How its used for IT industries.

  One of the biggest and economically high value compare to other industries is Information Technology industries. Mostly service Based IT industries running in India.IT industries used Cybersecurity for protection. What is mean by Cybersecurity?? Cybersecurity is the Practice of Protecting systems,networks and Programs from digital attacks. Main role of Cybersecurity Protecting an…

[varunrajkalse]

Top 20 Web Development Trends in 2023

Top 20 Web Development Trends in 2023 and Opportunities for Freelance Web Developers The world of web development is constantly evolving and with new advancements in technology, there are now more opportunities for freelance web developers than ever before. There are a variety of Web development trends in 2023 that are in demand, each with their own unique features and requirements. In this blog…

[martechnology]

Mastering AI can turn your marketing program into an absolute winner that generates revenue opportunities and builds a brand for your company. That’s why marketers should not wait for AI to enter their work environment, rather they should seek it and become the harbingers of change. Here are five ways AI can strengthen your marketing output.

[unionyaoizine]

Contributor applications for the Union Yaoi zine are OPEN! If interested in being a page or merch artist please fill out the form below 🔗👇 

Form closes 2 weeks from now 09/20 9PM PST (a Friday).

[lackadaisical-refrigerator]

Dystopian button my friend saw during a job application

[nando161mando]

Nobody wants to work anymore

[andpierres]

oh so the ai art is fine now that it's ai generated cats spelling out gay sex. ai is fine when it's chat gpt making your favorite characters lines for you. it's fine when it's making covers for your stories for you. man okay

[wizard-laundry]

for any writers seeing this, what are your opinions on NaNoWriMo's statements regarding AI use?

Statement on whether or not AI is allowed

Statement on NaNoWriMo's overall position

[psyncerzine]

🔵🟠APPLICATIONS OPEN!🟣🟡

Contributor Applications for PSYNCRONIZE: An AITSF Zine focused on ABIS's Psyncers are now open!

We're looking for a team of 40-44 people, including Page Artists (digital and/or traditional), Cosplayers, Merch Artists, and Writers!

The application will remain open until 11:59P.M. PST on August 14th, one month from now! We hope to see you apply!

Pastable link: https://forms.gle/jHoegQ2NY3NqhXZZ8

[sathiyario05-blog]

What is GENERATIVE-AI?Why Next Generation Move to GENERATIVE -AI?.

Today technology evolving rapid pace of change due to human needs But sometimes need different things to change for new behavior. So day by day identify new things Implemented human life. Science encompasses a wide range of application.That involves is one of the invention is GENERATIVE- AI Technology. What is mean by GENERATIVE-AI? Generative -AI is one type of Artificial Intelligence, that…

[somethingusefulfromflorida]

I just got a call back from a job I applied for last month.

"Are you still interested in the position?"

"Yes, I am."

"Which position?"

"....the one I applied for."

"Which was...?"

"Front desk reception."

"Oh, yeah, no, that position has been filled."

"..."

"..."

"What other positions are available?"

"That was our only opening. Thank you for your interest. Have a nice day." *click*

LADY, WHAT THE FUCK DID YOU EVEN CALL ME FOR?!?

[martechnology]

1.Could you tell us a bit about yourself and your career before iion?

Believe it or not, I am a qualified medical doctor. I found my true calling with digital media and the internet and switched careers almost 20 years ago. I was fortunate to meet one of my fellow co-founders Wout 17 years ago and have since been involved in a number of startups, a sale of our business, and an ASX listing, to boot.

2. What was the inspiration behind beginning your career in this industry?

While studying medicine in my early 20s, I was drawn to the internet and began learning SEO/PPC in my free time as a hobby. I also immersed myself in the earliest forms of display ads and started doing affiliate marketing, which helped me earn enough to pay for my master’s degree. This journey led me to the realisation that my true passion was not medicine, it was digital media. And I haven’t looked back since. It was truly the best decision I ever made.