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10 Sentiment Analysis Project Ideas with Source Code [2025]

ProjectPro

Table of Contents Top Sentiment Analysis Project Ideas With Source Code Using Machine Learning What is Sentiment Analysis? billion by the year 2027. Access the Sentiment Analysis Project on Product Reviews with Source Code Get FREE Access to Machine Learning Example Codes for Data Cleaning, Data Munging, and Data Visualization 2.

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Is Your Financial Services Organization Ready to Leverage Generative AI?

Snowflake

IDC estimates that global spending on gen AI will grow from $16 billion in 2023 to $143 billion in 2027, at a compound annual growth rate (CAGR) of 73.8%. billion in 2027—accounting for 17.2% Regulatory compliance: Code generated by gen AI must adhere to sector and industry standards and laws, especially when it uses enterprise data.

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Data Visualization Engineer- Bringing Data to Life

ProjectPro

billion by 2027. Additionally, data visualization engineers may create dashboards using software such as Tableau or Looker, write and test the analytics platform code, and correct errors whenever necessary. Possessing strong mathematical, coding, and particularly statistical skills is also advantageous.

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PandasAI: Your Go-To Gen AI Tool for Data Analysis

ProjectPro

According to the Global Data Report, the data analysis market size is expected to grow at a staggering Compound Annual Growth Rate (CAGR) of more than 13% from 2022-2027. It helps you to leverage the magic of generative AI, allowing you to analyze data without writing lines of code. The data analytics landscape is exploding!

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Data Engineering Weekly #178

Data Engineering Weekly

Decrease in Job Posts : The introduction of ChatGPT led to a 21% decrease in job posts for automation-prone jobs (such as writing and coding) within eight months compared to jobs requiring manual-intensive skills. The key highlights of the paper, 1.

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Top 15 Marketing Analytics Project Ideas for Practice in 2025

ProjectPro

billion by 2027. Get FREE Access to Data Analytics Example Codes for Data Cleaning, Data Munging, and Data Visualization Marketing Analytics Projects in Marketing The global retail analytics market will likely continue increasing at a CAGR of 17.7% Source Code- Market Basket Analysis 6. Source Code- Retail Price Estimation 7.

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What Is ‘Equity As Code,’ And How Can It Eliminate AI Bias?

DataKitchen

The global AI market is projected to grow at a compound annual growth rate (CAGR) of 33% through 2027 , drawing upon strength in cloud-computing applications and the rise in connected smart devices. Equity As Code. In a traditional software development lifecycle process, new code undergoes DevOps automated testing before deployment.

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