Big Data, AI News Roundup - 2023 🤖

In today's edition:

• 📊 DAX functions in Power BI you need to know

• 🚀Types and Examples of NoSQL Databases

• 🧠ChatGPT Cheatsheet

• 💻10 AI Tools for Data Scientists in 2024

• 💻10 Benefits of Starting Your Career As A Data Analyst

• 🤖Top 100+ AI Companies

• 💡 40 Best Free and Open Source NoSQL Databases

• ☁️Green Cloud Computing – The Sustainable Way to Use the Cloud

• 🤖AI Tools for Developers

• 🤯 2023 AI News Roundup

• 🖼️ A.I. Generated Image of the Day

🚀 Top bigdataanalyticsnews.com Posts of 2023

ChatGPT Cheat Sheet: 100+ Prompts to Unlock All the power of ChatGPT

Here is the chatGPT cheat sheet put together by Ricky Costa, an engineer at Neural Magic. Ricky has a history of putting together other great NLP projects, and has lived up to his previous outings this time around.

Types and Examples of NoSQL Databases

NoSQL databases are growing with very rapid speed because of their exciting features like more flexibility and scalability, schema-free architecture, easy replication support, simple API, consistent / BASE (not ACID), support for big data and more.

Most Useful DAX functions in Power BI you need to know

Power BI is popular for its versatility, interactivity, aesthetic designs, extensive connectivity to databases and ease of creating low-effort dashboards. It also leverages support from other tools from its Microsoft ecosystem – Azure, Cortana, SQL Server, Azure Active Directory, Azure Blob Storage, etc.

40 Best Free and Open Source NoSQL Databases

NoSQL databases are becoming popular day by day. I have come up with the list of best, free and open source NoSQL databases. MongoDB tops the list of Open Source NoSQL databases. This list of free and open source databases comprises of MongoDB, Cassandra, CouchDB, Hypertable, Redis, Riak, Neo4j, HBASE, Couchbase, MemcacheDB, RevenDB and Voldemort.

Anatomy of a MapReduce Job

In a typical Anatomy of MapReduce job, input files are read from the Hadoop Distributed File System (HDFS). Data is usually compressed to reduce file sizes. After decompression, serialized bytes are transformed into Java objects before being passed to a user-defined map() function. Conversely, output records are serialized, compressed, and eventually pushed back to HDFS.

Top 100+ AI Companies

By 2027, spending on AI software will grow to $297.9 billion, with a CAGR of 19.1%. Over the next five years, the market growth will accelerate from 17.8% to reach 20.4% in 2027. Generative AI software spend will rise from 8% of AI software in 2023 to 35% by 2027.
 

Cyber Physical Systems: features, Applications and Challenges

Cyber-physical systems (CPSs) are smart systems that depend on the synergy of cyber and physical components. They link the physical world (e.g. through sensors, actuators, robotics, and embedded systems) with the virtual world of information processing

10 Benefits of Starting Your Career As A Data Analyst

Is a career in data analysis a good choice? Yes. Data analysis is a good career choice. Every day the amount of data that is created, copied, captured, and consumed keeps increasing rapidly. That is why the need for people to process data will also keep increasing.

Green Cloud Computing – The Sustainable Way to Use the Cloud

Energy-efficient solutions are necessary to minimize the impact of cloud computing on the environment. Green cloud computing, also known as green information technology, is a potential solution to aide in the reduction of energy consumption.

10 AI Tools for Data Scientists in 2024

Explore groundbreaking AI advancements reshaping data science. Uncover the top 10 essential AI tools every data scientist should be acquainted with in this insightful article.

10 Trends of Business Intelligence to Facilitate Data Analytics and Decision Making

In this article, we delve into the top 10 trends in Business Intelligence that enrich data analytics and drive sound decision making to businesses in various domains. From augmented analytics and AI-driven insights to the rise of data storytelling and cloud-based BI solutions, these trends are paving the way for more informed and agile organizations.

🤖 2023 AI News Roundup:

January:

• Microsoft raises eyebrows with a huge $10 Billion investment in OpenAI.

February:

• Meta launches Llama 2, their open-source rival to OpenAI’s models.

• OpenAI announces ChatGPT Plus, a paid version of their chatbot.

• Microsoft announces a new AI-powered Bing Search.

March:

• OpenAI announces the powerful GPT-4 model, still considered to be the gold standard.

• Midjourney releases V5, which brings AI-powered image generation one step closer to reality.

• Microsoft launches Copilot for Microsoft 365.

• Google launches Bard, its rival to ChatGPT.

April:

• A petition is signed by Elon Musk, Steve Wozniak, and 1,100+ others, calling for a halt to the training of high-capacity AI models more powerful than GPT-4.

May:

• Samsung and other companies ban employees from using Gen AI tools due to security concerns.

• OpenAI releases ChatGPT plugins and web browsing features.

• Nvidia’s stock price jumps by 27% overnight, taking it close to $1 Trillion in market cap thanks to the booming demand for GPUs needed to train AI models.

June:

• Adobe announces Firefly, a highly capable image generation tool.

• Accenture announces a jaw-dropping $3 billion investment in AI.

July:

• ChatGPT releases code interpreter and data analysis features.

• Stack Overflow’s traffic drops by half due to Gen AI coding tools.

August:

• Salesforce reportedly leads financing of OpenAI competitor Hugging face at $4 Billion+ valuation.

• OpenAI releases ChatGPT Enterprise for businesses.

September: 

• OpenAI releases Dall-E 3, a powerful new image generation tool.

• OpenAI also launches multimodal features for ChatGPT.

• Meta releases AI chatbots for its messaging platforms, smart glasses, AI-powered image editing and more.

October:

• Google launches new Pixel phones with Gen AI features.

• 90s nostalgia app Epik uses AI to top app charts.

• China's Baidu launches ChatGPT rival.

November:

• Elon Musk launches Grok, his ChatGPT rival.

• OpenAI announces Custom GPTs and GPT-4 Turbo.

• Ex-Apple employees launch the Humane Ai Pin, an AI wearable device.

• Nvidia announces H200 chips, which will power the next generation of AI.

• OpenAI fires and then rehires Sam Altman in dramatic fashion.

December:

• Pika Labs launches a new era of AI video generation with Pika 1.0.

• Google launches Gemini, their AI model which they claim can beat GPT-4.

• Midjourney takes AI image generation to the next level with their V6 update.

  
  

🤖 AI Ethics: 

2023 - the year in AI Policy

Meta’s LLaMA, Anthropic’s Claude, Google’s Bard and Gemini, and a host of image, video, and audio tools grabbed popular attention too. Inevitably, many commentators reached for superlatives, comparing 2023 with the dotcom and mobility booms of the 1990s, which saw a similar alignment between enterprise and consumer interests.

 🔥Top AI tools for Developers: 

1. Google AI Platform: Effortless machine learning, speech/text conversion, insightful image analysis.

2. Microsoft Azure AI Platform: Innovative ML, knowledge mining, conversational AI, powerful automation.

3. TensorFlow: Flexible, scalable open-source ML; community-driven innovation powerhouse.

4. IBM Watson: Intuitive conversational AI, deep text analytics, versatile language tools.

5. Infosys Nia: Advanced ML, cognitive automation, big data, knowledge processing.

6. AWS AI Services: Comprehensive ML, intuitive text analytics, fraud detection, realistic Polly.

7. Rainbird: Automated ML, decision-making intelligence, code-free workflow design.

8. Wipro Holmes: Speech recognition, pattern discovery, cognitive automation, visual computing.

9. H2O.ai: Automated ML, sophisticated NLP, fraud detection specialists.

 View our database of all the best AI tools for your needs:

🤖 AI Tools Up

Have cool resources to share? Submit a tool or reach us by replying to this email. 

👨‍💻 Data Tools, Libraries

Apache Hudi (GitHub Repo)

Apache Hudi manages the storage of large analytical data sets on distributed file systems. It allows users to atomically publish data with rollback support, snapshot isolation between writer and queries, manage file sizes and layouts using statistics, and more

Structuresmith
Structuresmith is a powerful tool designed to automate the generation of project files, streamlining repository setup and more using customizable templates.

TwitchDropsMiner
An app that allows you to AFK mine timed Twitch drops, with automatic drop claiming and channel switching.

huh
Build terminal forms and prompts.

kondo
Cleans dependencies and build artifacts from your projects.

FSearch
A fast file search utility for Unix-like systems based on GTK3. 

Page Spy
PageSpy is a remote debugging tool for web project.