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3 Python Packages for Interactive Data Analysis
3 Python Packages for Interactive Data Analysis
What Is Data Analysis?Although many groups, organizations, and experts have different ways to approach data analysis, most of them can be distilled into a one-size-fits-all definition. Data analysis is the process of cleaning, changing, and processing raw data, and extracting actionable, relevant information that helps businesses make informed decisions. The procedure helps reduce the risks inherent in decision-making by providing useful insights and statistics, often presented in charts, images, tables, and graphs.Why is Data Analysis Important?You Get More Accurate DataBetter Problem-Solving MethodsReduce Operational CostsBetter Customer Targeting3 Python Packages for Interactive Data Analysis1. PandasGUIPandasGUI is a simple Python Package that provides GUI for dataset exploration. The package offers a separate GUI with an excel-like experience we could use to explore the dataset, acquire the statistic, visualize the data, and many more.2. D-TaleD-Tale is a Python package for interactive data exploration which uses a Flask back-end and a React front-end to analyze the data easily. 3. MitoLet’s try to install the Mito package. Mito is a Python Package that transforms your data frame into an excel-like analysis data frame. Any data person does data analysis because it is the required step. Sometimes, we want a more interactive way to analyze the data. To do that, here are 3 Python packages to do interactive data analysis

Tue, 07 Jun 2022
Tips for getting a job as a software developer
Tips for getting a job as a software developer
Software developers use their programming skills to create new software and update existing applications. If you’re a creative thinker who enjoys problem solving, a career as a software developer could be a good fit.1. Learn a programming language.For a career in software development, you'll need a solid foundation in programming languages Four you might consider mastering include Java, Python, C++, and Scala. 2.Make a portfolio of your software development work.As you practice programming and build applications, compile them into a portfolio. Having a portfolio of your best work demonstrates to potential employers that you can use the skills on your resume in the real world. At a minimum, your portfolio should contain:Short biographyContact informationRelevant skillsLink to your resume3. Develop your technical skills.Beyond programming languages, it helps to have experience working with other tools that software developers commonly use. Examples include:SQL, a language used to power database enginesTools like Git and Mercurial SCM, two source control systems often used in software development4.Certify your skills. Certifications can help validate your skills for potential employers and demonstrate your proficiency, which can be helpful if you don’t have a lot of work experience. For example, the CompTIA IT Fundamentals+ certification is a good starting point to help get a sense of whether a career in information technology (IT) is right for you. From there, consider certifications in data security, cloud computing, or data management.

Mon, 06 Jun 2022
Microsoft confirms hacking group stole source code via 'limited access'
Microsoft confirms hacking group stole source code via 'limited access'
Microsoft has confirmed claims made earlier this week by hacking group Lapsus$ that it was the victim of a cybersecurity incident. Redmond seemingly dismissed the matter as no big deal, noting it was already looking into the issue before the group went public and downplaying the importance of secure source code.A blog post addressing the matter notes that Microsoft's investigation uncovered a single account had been compromised, which granted the attacker "limited access." According to Microsoft, their team was already investigating the compromised account when Lapsus$ publicly disclosed the intrusion.If you recall, the group released a dump earlier this week containing around 37GB worth of Microsoft data. The haul reportedly included portions of source code for Bing, Bing Maps and Cortana.Microsoft said it "does not rely on the secrecy of code as a security measure," adding that viewing source code does not lead to an elevation of risk.Microsoft also touched on some of the group's preferred tactics, many of which aren't all that common among threat actors. Examples include phone-based social engineering, SIM-swapping, accessing personal e-mail accounts and even paying employees, suppliers or business partners of target organizations for access to credentials or multi-factor authentication (MFA) approval.Redmond additionally provided tips that organizations and individuals can use to protect themselves, including using MFA, avoiding phone-based MFA methods and leveraging passwordless authentication like Windows Hello, Microsoft Authenticator or FIDO tokens.Lapsus$ has been extremely busy this year, having already hit big tech targets including Nvidia, Samsung and Vodafone. Authentication firm Okta has also fallen victim, with the company updating its statement to confirm that around 2.5 percent of its clients have potentially been impacted and whose data may have been viewed or "acted upon."

Thu, 24 Mar 2022

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