#csv course

[pharmaconnections]

Pharma Courses Online - Pharma Connections

Unlock your potential in Pharma with Pharma Connections' online courses! Dive into essential topics like CSV, CDM, QMS, and Pharmacovigilance to stay ahead in the dynamic life sciences sector. Enroll now for expert-led training and accelerate your career.

[wooden-turtle]

Me: gah how dare I not quite get how C header files work in this 90s game I want to help decompile. Can I even consider myself an experienced programmer after this?.. Anyway brb gotta go spend 30min to write a quick script to export someone their playlist off of spotify and send them a CSV.

Them: what’s a CSV?

i beat myself up for not knowing enough about my special interests a lot but then i remember the average person off the street has no idea what the carboniferous is and i feel better

[pharmacourse]

Computer System Validation (CSV) Certification

Are you looking to advance your professional career in pharmaceutical or life sciences technical compliance? Our Computer System Validation Certification is designed for people aiming to apply GxP regulations, 21 CFR Part 11, and validation documentation essentials to real work scenarios. At Pharma Connections, we try to bridge the gap between industry and academia, focusing on hands-on learning, real cases, and expert mentoring. 

If you are working on the QA side, IT, or regulatory, the course will equip you to handle audits properly, ensure data integrity, and remain compliant. Practical yet flexible, this course equips you with skills for validation sought after by all top employers. Get started with our course to secure a bright future in pharma.

[igmpi]

Learn Computer System Validation (CSV) with IGMPI’s industry-focused program. Gain expertise in regulatory compliance, FDA, GAMP 5 guidelines, and risk assessment for validated systems. Enroll now!

[companysconnectsin]

MES System

Explore our comprehensive MES system, designed to streamline manufacturing processes and enhance production efficiency. Our MES courses cover key aspects of this essential Manufacturing Execution System, providing in-depth knowledge and practical skills for a competitive edge in your industry. Enroll today to master MES.

Get more details at: www.companysconnects.com/manufaturing-execution-system-mes

[skillbeesolution]

SAP S4 Training

Empower your professional journey with SAP S4 Training. Dive into a transformative learning experience, blending theory and practical application. Acquire proficiency in SAP's revolutionary ERP suite, positioning yourself as a sought-after expert in the ever-evolving realm of enterprise solutions.

Read More at: www.skillbee.co.in/certificatation-course-on-sap-s4-hana

[souptastical]

Wanna find your fav old fic but it's now lost? Aaronmelzak's Harry Potter Fanfic Archive of 100+ Sites/Forums Is Now Hosted Via Me In Accessible Format✨

✦•··················INFO·····················•✦

╔═══════════════════════╗

Someone archived/collected over 100 sites/forums for HP Fanfic. This doesn't only include popular ones like AO3, FFN, HPFF, Mugglenet but very small pairing-centric and smaller communities like Checkmated, Gryffindor Tower, The Full Moony, The Restricted Section and so much more.

This is not only an extreme service to data preservation in regards to creative works, but for fandom history as a whole. Upon my post in the hpff subreddit, I had people backing up these files from the torrent & my hosted link to their own cloud service of choice, and people planning to do the above once their dl was finished. You have free reign to do the same, including taking my folder and uploading it to share. The only request is that you of course link back to the original archivist, and if you choose to change the file structure, disclaim how it has changed from the very original structure.

To help the apparent confusion: This comes as a torrent file unless you choose to look through the archive link by zips. This is a good way, but doesn't allow to see the file structure as the archivist created. So I downloaded almost 100 GB & uploaded it, file structure as is, besides a few changes which I will put below. You are now able to browse at will through the folders, which are sorted. This was done due to ease of access. You will need to use a program like winrar/7zip which is as simple as opening the zip through said program, which allows you to view it. This is also available on smartphone. To view the directories, you need to open the .csv files through excel which is just as simple as the above, and is also on smartphone.

The list of archived sites is long, so I won't be including it here. If you don't wanna look through the folders yourself at which zips are provided, send me a PM and I'll get back to you as quick as I can💖

To note: I'm only sharing 50% of transfer quota. Wish I could share more, but I've already shared 200 GB.

Changes made from original archivist file structure:

"No longer updated" + "Assorted" folder: now mixed and called "Original Fan Sites- Misc- Assorted"

"Actively Updated" folder: now called "Last Updated 2023"

╚═══════════════════════╝

[anonymusbosch]

so at work they rolled out Google's Gemini AI for everyone. of course. and Gemini keeps suggesting "let me summarize the contents of this folder for you!" and I'm like sure, why not, tell me what this folder named "Test 14: <test condition> <test duration>" contains. This whole folder of three whole files. Summarize for me, my gleeful little elf.

And it comes back with

- This folder contains test data! (no shit)

- One of the files is a video! (no shit)

- One of the files is data from an accelerometer! (no shit, the simple CSV named test14_<datetime>_accelerometer.csv is an accel file? wrowza)

- One of the files is data from something else, probably an electroencephalogram! (..... what??? the 3rd file is named with a timestamp but it's just a text file with csv data and a funky extension, and the first few rows contain the exact names of the sensors used as well as column labels like "Time (s)" and "Temp (C)" and "Flow (SLM)". how the hell did EEGs get into the summary? EEGs? hello?)

like, summarizing the folder contents - even looking at the first 15 lines of the text files - you would be able to actually get the correct answer. so why are they pushing a demo that fails so badly on an exquisitely completable task? hello! look at my son as he faceplants in front of you. buy my son

[sonadukane]

How to Become a Data Scientist in 2025 (Roadmap for Absolute Beginners)

Want to become a data scientist in 2025 but don’t know where to start? You’re not alone. With job roles, tech stacks, and buzzwords changing rapidly, it’s easy to feel lost.

But here’s the good news: you don’t need a PhD or years of coding experience to get started. You just need the right roadmap.

Let’s break down the beginner-friendly path to becoming a data scientist in 2025.

✈️ Step 1: Get Comfortable with Python

Python is the most beginner-friendly programming language in data science.

What to learn:

Variables, loops, functions

Libraries like NumPy, Pandas, and Matplotlib

Why: It’s the backbone of everything you’ll do in data analysis and machine learning.

🔢 Step 2: Learn Basic Math & Stats

You don’t need to be a math genius. But you do need to understand:

Descriptive statistics

Probability

Linear algebra basics

Hypothesis testing

These concepts help you interpret data and build reliable models.

📊 Step 3: Master Data Handling

You’ll spend 70% of your time cleaning and preparing data.

Skills to focus on:

Working with CSV/Excel files

Cleaning missing data

Data transformation with Pandas

Visualizing data with Seaborn/Matplotlib

This is the “real work” most data scientists do daily.

🧬 Step 4: Learn Machine Learning (ML)

Once you’re solid with data handling, dive into ML.

Start with:

Supervised learning (Linear Regression, Decision Trees, KNN)

Unsupervised learning (Clustering)

Model evaluation metrics (accuracy, recall, precision)

Toolkits: Scikit-learn, XGBoost

🚀 Step 5: Work on Real Projects

Projects are what make your resume pop.

Try solving:

Customer churn

Sales forecasting

Sentiment analysis

Fraud detection

Pro tip: Document everything on GitHub and write blogs about your process.

✏️ Step 6: Learn SQL and Databases

Data lives in databases. Knowing how to query it with SQL is a must-have skill.

Focus on:

SELECT, JOIN, GROUP BY

Creating and updating tables

Writing nested queries

🌍 Step 7: Understand the Business Side

Data science isn’t just tech. You need to translate insights into decisions.

Learn to:

Tell stories with data (data storytelling)

Build dashboards with tools like Power BI or Tableau

Align your analysis with business goals

🎥 Want a Structured Way to Learn All This?

Instead of guessing what to learn next, check out Intellipaat’s full Data Science course on YouTube. It covers Python, ML, real projects, and everything you need to build job-ready skills.

https://www.youtube.com/watch?v=rxNDw68XcE4

🔄 Final Thoughts

Becoming a data scientist in 2025 is 100% possible — even for beginners. All you need is consistency, a good learning path, and a little curiosity.

Start simple. Build as you go. And let your projects speak louder than your resume.

Drop a comment if you’re starting your journey. And don’t forget to check out the free Intellipaat course to speed up your progress!

[oidheadh-con-culainn]

with memrise winding down their community courses and becoming less viable to use for custom vocab lists, does anyone have any recs for vocab learning/practice apps that allow you to input your own vocab (not just learning from pre-existing lists)?

in particular, an app that will let me input lists from csv files/spreadsheets since that's what i'm extracting my custom memrise lists into

ideally with a low level of gamification -- streaks, points etc. not so much that it overwhelms the language learning side (cf. duolingo), just enough to motivate me to use it consistently

ability to save lists to offline to practise without an internet connection a bonus but not 100% essential. minimal ads/cheap ad-free paid tier preferred.

[augerer]

@girderednerve replied to your post coming out on tumblr as someone whose taught "AI bootcamp" courses to middle school students AMA:

did they like it? what kinds of durable skills did you want them to walk away with? do you feel bullish on "AI"?

It was an extracurricular thing so the students were quite self-selecting and all were already interested in the topic or in doing well in the class. Probably what most interested me about the demographic of students taking the courses (they were online) was the number who were international students outside of the imperial core probably eventually looking to go abroad for college, like watching/participating in the cogs of brain drain.

I'm sure my perspective is influenced because my background is in statistics and not computer science. But I hope that they walked away with a greater understanding and familiarity with data and basic statistical concepts. Things like sample bias, types of data (categorical/quantitative/qualitative), correlation (and correlation not being causation), ways to plot and examine data. Lots of students weren't familiar before we started the course with like, what a csv file is/tabular data in general. I also tried to really emphasize that data doesn't appear in a vacuum and might not represent an "absolute truth" about the world and there are many many ways that data can become biased especially when its on topics where people's existing demographic biases are already influencing reality.

Maybe a bit tangential but there was a part of the course material that was teaching logistic regression using the example of lead pipes in flint, like, can you believe the water in this town was undrinkable until it got Fixed using the power of AI to Predict Where The Lead Pipes Would Be? it was definitely a trip to ask my students if they'd heard of the flint water crisis and none of them had. also obviously it was a trip for the course material to present the flint water crisis as something that got "fixed by AI". added in extra information for my students like, by the way this is actually still happening and was a major protest event especially due to the socioeconomic and racial demographics of flint.

Aside from that, python is a really useful general programming language so if any of the students go on to do any more CS stuff which is probably a decent chunk of them I'd hope that their coding problemsolving skills and familiarity with it would be improved.

do i feel bullish on "AI"? broad question. . . once again remember my disclaimer bias statement on how i have a stats degree but i definitely came away from after teaching classes on it feeling that a lot of machine learning is like if you repackaged statistics and replaced the theoretical/scientific aspects where you confirm that a certain model is appropriate for the data and test to see if it meets your assumptions with computational power via mass guessing and seeing if your mass guessing was accurate or not lol. as i mentioned in my tags i also really don't think things like linear regression which were getting taught as "AI" should be considered "ML" or "AI" anyways, but the larger issue there is that "AI" is a buzzy catchword that can really mean anything. i definitely think relatedly that there will be a bit of an AI bubble in that people are randomly applying AI to tasks that have no business getting done that way and they will eventually reap the pointlessness of these projects.

besides that though, i'm pretty frustrated with a lot of AI hysteria which assumes that anything that is labeled as "AI" must be evil/useless/bad and also which lacks any actual labor-based understanding of the evils of capitalism. . . like AI (as badly formed as I feel the term is) isn't just people writing chatGPT essays or whatever, it's also used for i.e. lots of cutting edge medical research. if insanely we are going to include "linear regression" as an AI thing that's probably half of social science research too. i occasionally use copilot or an LLM for my work which is in public health data affiliated with a university. last week i got driven batty by a post that was like conspiratorially speculating "spotify must have used AI for wrapped this year and thats why its so bad and also why it took a second longer to load, that was the ai generating everything behind the scenes." im saying this as someone who doesnt use spotify, 1) the ship on spotify using algorithms sailed like a decade ago, how do you think your weekly mixes are made? 2) like truly what is the alternative did you think that previously a guy from minnesota was doing your spotify wrapped for you ahead of time by hand like a fucking christmas elf and loading it personally into your account the night before so it would be ready for you? of course it did turned out that spotify had major layoffs so i think the culprit here is really understaffing.

like not to say that AI like can't have a deleterious effect on workers, like i literally know people who were fired through the logic that AI could be used to obviate their jobs. which usually turned out not to be true, but hasn't the goal of stretching more productivity from a single worker whether its effective or not been a central axiom of the capitalist project this whole time? i just don't think that this is spiritually different from retail ceos discovering that they could chronically understaff all of their stores.

[pharmacourse]

Computer System Validation Course

Want to build your skills in Computer System Validation (CSV)? Pharma Connections offers an industry-focused computer system validation course for pharma and life sciences professionals. 

This course will teach you GxP compliance, 21 CFR Part 11, data integrity, and validation activities—all necessary in regulated environments. You will gain insight from the industry's greatest experts by working on practical projects, attending actual case studies, and taking flexible online lessons. 

If you are in QA, IT, or compliance, this course will prepare you for key positions in regulated systems. Update your skills, prepare for audits, and advance your career with training that addresses current industry requirements and future challenges. Join Our CSV Certification Program: https://pharmaconnections.in/computer-system-validation/

[pharmaconnections01]

Testimonials - Pharma Connections

At Pharma Connections, we're committed to reimagining career growth by nurturing and building future-ready professionals. Explore genuine testimonials from our satisfied customers who have experienced our Clinical Trials Research and CSV courses online, designed to elevate your career in the pharmaceutical industry.

[skillbeesolution]

Computer System Validation Training

Unlock precision and compliance in your IT systems with our Computer System Validation Training. Equip your team with the skills needed to ensure seamless operations and regulatory adherence in the pharmaceutical industry. Elevate your validation expertise today.

Read More: https://www.skillbee.co.in/courses/certificate-in-computer-system-validation/

[codingcorgi]

Overview of My Experience With my Java Project

I have done my course on Java this semester, and at the end we turn in a project we make that is of our choosing. I made a shopping helper application that tracks spending habits and how your recent shopping trips went. It's useful for keeping track of inflation too hehe.

I used an API to fetch the local area tax rate based on US ZIP codes (sorry to everyone outside the US). I also used GSON to write JSON files to save progress, because sometimes we all have to step away right? It also saves the receipt as a .txt or .csv file.

It's in total 3282 lines of code and the sale types was the worst part giving so many errors due to my dumb ass not knowing how to do math, but other than that I honestly just hate UI with a passion, so that wasn't fun.

Overall despite my initial hatred of Java, I think I can safely say while it is annoying, I will probably be okay working with it again. I don't love it or hate it.

Now next semester is when I'll shine. C# should be a breeze, and hopefully I'll learn something new. HTML/CSS should be okay although I'm debating switching it out for .net (don't ask why C# and .net are in 2 different classes, idk either). C++ with Unreal engine will be the scary one for me since I've heard horror stories about C++.

On a small note I hope we use C# 12 and if I do .net I hope it's .net 8

[nosuchfuture]

Collected on Tezos (shown on Deca), June 2023

Collected on Tezoz, June 2023 (on deca.art)

I remain an avid collector of Tezos NFTs, and sometimes I like to put together galleries on deca.art. But June gave me a problem of scale: I collected ~95 pieces, thanks to a few events that month, including the Generative Architecture show at Verse.

Deca's search mechanism can be finicky, to make sure I included all the pieces I would need a worksheet. I extracted my collecting history from the chain using the TezTok GraphQL API, converted to a CSV sheet and set about getting through it.

It took quite a while, having to search for the occasional smart contract address and of course add all the names. The option to create galleries based on CSV files would be amazing, but it's probably not a feature thousands of users would ask for.

But it's nice to be able to browse work you collected, even in a minimal context like Deca. Let's call it salon style in a browser..