Auteur/autrice : Alberto

In this tutorial, we delve into Modin, a powerful drop-in replacement for Pandas that leverages parallel computing to speed up data workflows significantly. By importing modin.pandas as pd, we transform our pandas code into a distributed computation powerhouse. Our goal here is to understand how Modin performs across real-world data operations, such as groupby, joins, cleaning, and time series analysis, all while running on Google Colab. We benchmark each task against the standard Pandas library to see how much faster and more memory-efficient Modin can be. !pip install « modin[ray] » -q import warnings warnings.filterwarnings(‘ignore’) import numpy as np import pandas as…

Malta’s cryptocurrency licensing process has come under scrutiny from the European Securities and Markets Authority (ESMA), Europe’s primary supervisory body overseeing the Markets in Crypto-Assets Regulation (MiCA).The ESMA on Thursday released a review on the authorization process of crypto asset service providers (CASPs) by Malta’s Financial Services Authority (MFSA), highlighting several shortfalls and proposing a set of recommendations.Despite saying the MFSA met certain expectations in supervisory setup and staffing, the EU watchdog said the Maltese authorities only “partially met expectations” in the authorization process for an unnamed CASP.Following the review, the ESMA’s ad hoc Peer Review Committee (PRC) recommended that…

Crypto security researchers uncovered and neutralized a critical threat affecting thousands of smart contracts, potentially preventing more than $10 million in crypto from being stolen. On Thursday, pseudonymous Venn Network researcher Deeberiroz shared in an X post that a backdoor exploit had been silently threatening the ecosystem for months. The researcher said the exploit targeted uninitialized ERC-1967 proxy contracts, allowing them to hijack the contracts before they had been properly set up. Venn Network discovered the vulnerability on Tuesday, triggering a 36-hour rescue operation involving several developers, including security researchers Pcaversaccio, Dedaub and Seal 911, who worked together to evaluate affected contracts…

Malta’s cryptocurrency licensing process has come under scrutiny from the European Securities and Markets Authority (ESMA), Europe’s primary supervisory body overseeing the Markets in Crypto-Assets Regulation (MiCA).The ESMA on Thursday released a review on the authorization process of crypto asset service providers (CASPs) by Malta’s Financial Services Authority (MFSA), highlighting several shortfalls and proposing a set of recommendations.Despite saying the MFSA met certain expectations in supervisory setup and staffing, the EU watchdog said the Maltese authorities only “partially met expectations” in the authorization process for an unnamed CASP.Following the review, the ESMA’s ad hoc Peer Review Committee (PRC) recommended that…

Ethereum surges past the $2,800 mark on July 10, ahead of the project’s ten-year anniversary. So far, the token has jumped by more than 6.4%. According to data from crypto.news, the token’s value reached a peak at $2,816 on July 10 at around 7:16 AM UTC. The last time Ethereum (ETH) reached above $2,800 was back in mid-June before it fell into slump and never managed to climb back up until now. However, the token only peaked briefly before experiencing a slight correction and settling back down to the $2,790 mark. At press time, the token is currently trading hands…

Last of Us developer himself “Mysterious adventure – first hints of a masterpiece ”Clair Obscur: Expedition 33 starts in an elegant, melancholic version of Belle Époque France. A hidden force called “Paintress” erases people from existence once a year. This is probably a concept that creates atmosphere and suspense. Almost like in the best literary and cinematic thrillers. The varied locations – from a crumbling city to a surreal underwater world – look as if they have been painted and give the player the feeling of walking through a living painting. Behind the game is a small but brilliant development team from Montpellier Sandfall Interactive with…

Trump noted that the new 50% tariff on Brazilian imports was justified due to the unfair treatment of former President Jair Bolsonaro and the censorship orders issued by Brazil’s courts on social media platforms. In response, Lula stated that these measures would be met with reciprocity. Trump Enacts 50% Tariff on Brazilian Products The Trump […]

Join Our Telegram channel to stay up to date on breaking news coverage Pump.fun token $PUMP is trading at a 40% premium to its ICO price on derivatives platform Hyperliquid, as anticipation builds ahead of its highly awaited public sale on July 12. The PUMP-USD perpetual pair is trading at $0.0056, while its ICO will be priced at $0.004 per token Pump.fun is allocating 33% of its 1 trillion-token supply to the ICO, with 18% already sold privately and the remaining 15% set aside for the public sale. All of the tokens will be unlocked at launch. MEXC, Binance And…

Reason to trust Strict editorial policy that focuses on accuracy, relevance, and impartiality Created by industry experts and meticulously reviewed The highest standards in reporting and publishing Strict editorial policy that focuses on accuracy, relevance, and impartiality Morbi pretium leo et nisl aliquam mollis. Quisque arcu lorem, ultricies quis pellentesque nec, ullamcorper eu odio. In a livestream broadcast on X, independent market technician Kevin, known online as @Kev_Capital_TA, argued that crypto markets are only now entering what he called “the real bull run,” pointing to a confluence of technical signals, macroeconomic data and inter-market correlations that he believes have not…

Former Nord Esports bot laner, Nihat ‘Innaxe’ Aliev, has announced they’ll be taking a break from competitive play. The news comes after Nord Esports’ roster shuffle heading into the Summer season of the Northern League of Legends Championship (NLC). The Bulgarian-British player will hope to return to professional play for the 2026 season. Nord Esports roster changes After falling short to Los Ratones twice within the span of weeks, Nord Esports have decided to adjust for the coming season. Frederik ‘NoWay’ Hinteregger,  Nihat ‘Innaxe’ Aliev, and Alf-Kristian ‘Nash’ Sund have all left the team as part of Nord Esports’ roster…