#sentiment-analysis

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#python

Introduction to Sentiment Analysis in Python | The PyCharm Blog

Sentiment analysis is crucial for understanding emotional tone in text, aiding industries like customer service and market research.

Episode #232: Exploring Modern Sentiment Analysis Approaches in Python - The Real Python Podcast

Sentiment analysis involves lexicon-based methods, machine learning techniques, and LLMs to analyze emotions in text.

Introduction to Sentiment Analysis in Python | The PyCharm Blog

Sentiment analysis is crucial for understanding emotional tone in text, aiding industries like customer service and market research.

Episode #232: Exploring Modern Sentiment Analysis Approaches in Python - The Real Python Podcast

Sentiment analysis involves lexicon-based methods, machine learning techniques, and LLMs to analyze emotions in text.
morepython

How Sustainability Communications Performed in 2024

The 2024 year-end report highlights significant ROI and engagement trends in sustainability communications to guide strategies for 2025.

Analyze text using natural language with Claude for Google Sheets

Generative AI allows for advanced text processing tasks in Google Sheets without coding. Users can analyze sentiment, categorize text, and extract information easily.
#machine-learning

Using Transformers.js for AI in the Browser

Transformers.js offers an easy way to implement AI functionalities directly in the browser.

How to Do Sentiment Analysis With Large Language Models | The PyCharm Blog

Large language models (LLMs) significantly enhance the accuracy of sentiment analysis in text compared to traditional approaches.

Fine-Tuning GPT-2 for IMDb Sentiment Analysis | HackerNoon

Direct Preference Optimization (DPO) enhances performance in tasks like sentiment analysis by aligning outputs with user preferences more effectively than traditional methods.

Really? A sarcasm detector? Wow. You shouldn't have

A multimodal algorithm has been developed to detect sarcasm in speech using pitch, speaking rate, energy analysis, and emoticons.

Deriving the Optimum of the KL-Constrained Reward Maximization Objective | HackerNoon

Direct Preference Optimization (DPO) enhances reward maximization by addressing training data preferences, offering a bridge from theory to real-world applications.

Using Transformers.js for AI in the Browser

Transformers.js offers an easy way to implement AI functionalities directly in the browser.

How to Do Sentiment Analysis With Large Language Models | The PyCharm Blog

Large language models (LLMs) significantly enhance the accuracy of sentiment analysis in text compared to traditional approaches.

Fine-Tuning GPT-2 for IMDb Sentiment Analysis | HackerNoon

Direct Preference Optimization (DPO) enhances performance in tasks like sentiment analysis by aligning outputs with user preferences more effectively than traditional methods.

Really? A sarcasm detector? Wow. You shouldn't have

A multimodal algorithm has been developed to detect sarcasm in speech using pitch, speaking rate, energy analysis, and emoticons.

Deriving the Optimum of the KL-Constrained Reward Maximization Objective | HackerNoon

Direct Preference Optimization (DPO) enhances reward maximization by addressing training data preferences, offering a bridge from theory to real-world applications.
moremachine-learning
#customer-experience

6 outdated AI marketing trends you should retire in 2025 | MarTech

Traditional AI marketing strategies like basic chatbots and simple sentiment analysis are no longer effective due to rising complexity and consumer expectations.

Can ChatGPT Do Reliable Call Center Sentiment Analysis?

AI, specifically large language models, can effectively analyze customer sentiment in call centers, improving understanding of customer emotions and service quality.

How To Measure Customer Sentiment and Why It's Important (2024) - Shopify

Only a small percentage of customers voice their complaints publicly, highlighting the importance of tracking customer sentiment through other means.

6 outdated AI marketing trends you should retire in 2025 | MarTech

Traditional AI marketing strategies like basic chatbots and simple sentiment analysis are no longer effective due to rising complexity and consumer expectations.

Can ChatGPT Do Reliable Call Center Sentiment Analysis?

AI, specifically large language models, can effectively analyze customer sentiment in call centers, improving understanding of customer emotions and service quality.

How To Measure Customer Sentiment and Why It's Important (2024) - Shopify

Only a small percentage of customers voice their complaints publicly, highlighting the importance of tracking customer sentiment through other means.
morecustomer-experience
#data-gathering

Plan Marketing using Reddit Sentiments Analysis

Reddit data can be harnessed for insightful sentiment analysis.
Using the Reddit API and tools like PRAW is essential for data gathering.
Visual tools help in analyzing sentiment data effectively.

Plan Marketing using Reddit Sentiments Analysis

Reddit is an excellent platform for sentiment analysis, providing rich user opinions to guide business decisions.

Plan Marketing using Reddit Sentiments Analysis

Reddit data can be harnessed for insightful sentiment analysis.
Using the Reddit API and tools like PRAW is essential for data gathering.
Visual tools help in analyzing sentiment data effectively.

Plan Marketing using Reddit Sentiments Analysis

Reddit is an excellent platform for sentiment analysis, providing rich user opinions to guide business decisions.
moredata-gathering
#ai

Crypto Exchange Woo X Adds AI-Powered Trader 'George AI' to Its Copy Trade App

Woo X introduces George AI for copy trading, allowing bets between human traders and AI in crypto sentiment analysis.

Unleashing power of large language models like ChatGPT for business

Leverage large language models like ChatGPT powered by NVIDIA for enhanced business operations.

Why Sentiment Analysis is Important

Sentiment analysis reveals customer feelings towards products/services.
Leveraging AI for quick responses to customer feedback is essential for brand enhancement.

Crypto Exchange Woo X Adds AI-Powered Trader 'George AI' to Its Copy Trade App

Woo X introduces George AI for copy trading, allowing bets between human traders and AI in crypto sentiment analysis.

Unleashing power of large language models like ChatGPT for business

Leverage large language models like ChatGPT powered by NVIDIA for enhanced business operations.

Why Sentiment Analysis is Important

Sentiment analysis reveals customer feelings towards products/services.
Leveraging AI for quick responses to customer feedback is essential for brand enhancement.
moreai

Plan Marketing using Reddit Sentiments Analysis

Sentiment analysis on Reddit provides valuable insights for informed decision-making.
Gathering and analyzing Reddit data requires specific tools like the Reddit API and PRAW.
#social-media

How Ancient and Medieval References Shape Hostile Online Political Debates - Medievalists.net

Political posts referencing ancient history are more extreme and negative in tone, particularly surrounding discussions like Brexit.

5 Strategies for Effective Social Listening to Understand Customers and Refine Your Brand

Brands now share image control with consumers due to social media, making it essential to understand audience perceptions through social listening.

Trump vs Kamala: Who's winning online?

Trump generates more online engagement than Harris, but both face largely negative sentiment online.
Harris' strategy focuses on shortform content, contrasting with Trump's longform approach.

How Ancient and Medieval References Shape Hostile Online Political Debates - Medievalists.net

Political posts referencing ancient history are more extreme and negative in tone, particularly surrounding discussions like Brexit.

5 Strategies for Effective Social Listening to Understand Customers and Refine Your Brand

Brands now share image control with consumers due to social media, making it essential to understand audience perceptions through social listening.

Trump vs Kamala: Who's winning online?

Trump generates more online engagement than Harris, but both face largely negative sentiment online.
Harris' strategy focuses on shortform content, contrasting with Trump's longform approach.
moresocial-media

AI Phobia: How News Headlines Shape Public Fear of Artificial Intelligence | HackerNoon

Media portrayal of AI significantly influences public fear and perceptions, especially through alarmist headlines.

Role of sentiment analysis in arbitrage strategies - London Business News | Londonlovesbusiness.com

Sentiment analysis transforms trading by integrating emotional insights with data-driven strategies, allowing traders to predict market movements more effectively.
#customer-feedback

The Best Enterprise Survey Software Tools in 2024 | ClickUp

Customer and employee feedback is crucial for assessing company performance beyond just financial metrics.
Enterprise survey tools must offer features like automation and data analytics for effective feedback collection.

Sentiment Analysis: How To Gauge Customer Sentiment (2024) - Shopify

Sentiment analysis extracts insights on customer emotions, enhancing understanding of brand perception, needs, and behaviors.

The Best Enterprise Survey Software Tools in 2024 | ClickUp

Customer and employee feedback is crucial for assessing company performance beyond just financial metrics.
Enterprise survey tools must offer features like automation and data analytics for effective feedback collection.

Sentiment Analysis: How To Gauge Customer Sentiment (2024) - Shopify

Sentiment analysis extracts insights on customer emotions, enhancing understanding of brand perception, needs, and behaviors.
morecustomer-feedback

Real-Time Sentiment Analysis on Device with AI in Chrome

Chrome's GenAI shows promise in sentiment analysis, but early tests reveal inconsistencies in scoring.

8 Ways to Revolutionize Your Customer Experiences With AI | Entrepreneur

AI-driven platforms enhance customer experiences through personalized interactions and improved engagement.

Analyzing my text messages with my ex-boyfriend

Sentiment analysis tools like NLTK's VADER can categorize emotions in text messages. Biterm topic models can identify recurring topics in messages and attribute a topic to each message.

New AI Sarcasm Detector Tells Us How We Really Feel | Entrepreneur

AI sarcasm detector developed using tone of voice and emojis for better emotional conveyance.

Composing poesie concrete with AWS Step Function

Using the concept of poésie concrète to create a poem from search engine results on Russian war crimes.
Implementing a serverless architecture using AWS components for the poem generation process.

Data science - Evolution of NLP from traditional methods to deep learning techniques - Amazic

NLP is the science of helping computers understand and generate contextual responses in human language.
Applications of NLP include content translation, sentiment analysis, and chatbots like Siri and ChatGPT.

AI Content Conundrum: Sentiment Degradation Exacerbating the Misinformation Age

The use of AI in content creation is becoming increasingly prevalent
SaaS tools are emerging to help identify AI-generated content and detect changes in sentiment

Purpose of sentiment analysis in Bitcoin investment decision-making - London Business News | Londonlovesbusiness.com

Sentiment analysis plays a vital role in shaping Bitcoin investment decisions by gauging market sentiment and emotions through various sources.
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