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Ebuka is building ML models 🦙🐍🦜🦀 Profile
Ebuka is building ML models 🦙🐍🦜🦀

@ebukagaus

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Data Scientist | NLP | Currently Studying Computer Science with Statisticsl Python and Rust dev | MULTI MODALITY | ATTENTION IS ALL THAT MATTERS

data and marketing
Joined May 2018
Don't wanna be here? Send us removal request.
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
1 year
"Poverty is like creeping paralysis, slowly it destroys the desire for freedom, strips one of the ambition to enjoy better things of life and undermines personal initiatives.
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
7 months
Recently, i have been using Regex for data cleaning tasks. Here's an example
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
10 months
@Partisangirl @MSArcedin @MarioNawfal Then do something and stop complaining via X keypad
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
3 months
I built `ripple_net` A Python library for multimodal image search in image datasets, that is, searching images with text descriptions, or searching for similar images....with images @tensor_kelechi
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
6 months
You want a ML model project that deals with images and you're telling me 15-20k? People 🤧
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
5 months
An update on this: Thanks to @Roshethequeen helping me to build my CV. I got two offers 🙏🙏
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
5 months
Data Analyst job description that needs Pyspark and Mongodb 😮‍💨
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
30 days
Data has improved my life Grateful to God and colleagues 🙏
@alase_ayorinde
Negan.pkl #DataFestAfrica24
1 month
Data got me into a multinational company🤗 Data Skills was a key factor in my fully funded PhD offer in the US #WeareDataTestimonies
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
2 years
@firstladyship Saw him live
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
11 months
well....i tried this
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@Roshethequeen
RosheTheDataGirl🦋
11 months
Learn SQL! Learn SQL!! Learn SQL!!! Please, learn SQL! 🙏
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
10 months
@Partisangirl @MSArcedin @MarioNawfal Please how? Is Assad not Syrian?
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
2 months
Easy maths...try Statistics
@__Tunrayo14
Mo Tun Rayo🇳🇬✨
2 months
It’s almost 2 am and I’m still fighting for my life, what a bad time to be a student fr.😡
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
1 month
But I use pandas, numpy and matplotlib more than Excel...never used Power Bi for anything
@starboy_abefe
Abefe - the statistics guy✍️📚😎🇳🇬
1 month
I don’t see the need why you should be all over PANDAS, numpy and matplotlib when you’ve not even had a grip of EXCEL or POWER BI😒
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
5 months
Another one 😮‍💨 Please I'm currently available for Data Science jobs. I'm job hunting 🤲
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
5 months
Rejection or On Hold 😮‍💨
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
10 months
I'm a Python developer and Data Scientist. I can do the following: Create algorithms using Python Build data web apps using Streamlit Work on Data Science and Machine Learning tasks using Python Work on UML tasks Please Retweet, my client could be on your timeline 🙏👍
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
5 months
Data Science, Machine learning, Blockchain/Web3 using Rust
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@anthonystilldey
𝔸𝕟𝕥𝕙𝕠𝕟𝕪 ℕ𝕠𝕥 𝕁𝕠𝕤𝕙𝕦𝕒👾
5 months
With just a PICTURE, tell us what you do for a living.
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
10 months
2hrs on Data Analysis...pls don't joke with statistics, lists and arrays. Might share the Jupyter notebook
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
10 months
SQL passed....To the next
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
7 months
Machine Learning and Seaborn I build Data Science and Machine Learning related projects Pls retweet, my client might be in your timeline 🙏
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
21 days
DS by choice ML by mistake DL by mistake But I'm currently loving ML and DL... Currently working on 3 research and trying to find flaws on the VIT and recommendations
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
7 months
You use power query to clean CSV and xslx... I use pandas to clean CSV, tsv, hDF5, xlsx, dat, SAS, SQL... we're not the same
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
19 days
Time to fix my skill issues 😮‍💨
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
17 days
ML did it in a month
@BlackTechie420
Your Tech Bro
18 days
Took me long enough, Figma made me a millionaire today 🥶
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
1 year
Deep learning is my goal. I started with data science, currently at ML, next is DL
@Dayo_Ajisco
AJISCO
1 year
Would you like to get started with or transition into Machine Learning/ AI? I just compiled a beginners friendly roadmap with (free efficient resourses) to take you from Basic Python Programming to intermediate ML in (about) 7 months. Kindly reshare! 😁 1/
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
1 year
Another 365 days 🙏
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
1 year
We go again 🤲
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
6 months
Hyperparameter tuning and training the model based on the best parameters
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
6 months
who else writes ML using OOP methods
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
6 months
One of my best devs... Congrats 👏
@czarify
czar
6 months
My award plaque came in 🥹 Thanks @GoogleDevExpert
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
6 months
Just battling with nodejs and ML 🤧
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
8 days
In need of a team
@DataFestAfrica
Data Community Africa
8 days
DataFestAfrica2024 Datathon is here!!! Are you a data professional(data analyst, data scientist, data engineer, ML engineer) in East, West, North , and South Africa?! Are you ready to showcase your data skills and solve real-world problems? The #DataFestAfrica2024 Datathon is
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
6 months
who else writes ML using OOP methods
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
10 months
Is Data just Dashboards?
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
1 year
This algorithm....i love it
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
8 days
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
10 months
SQL passed....To the next
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
7 months
There are people like us...who extracts data from API... preprocess the data into DataFrames format and save as csv
@DabereNnamani
Annie🦋
7 months
One of the Data Sources that people don’t talk about often Web Scraping: Extract relevant data from unstructured sources. Also known as Screen scraping, web harvesting and web data Extraction. Download specific data based on defined parameters. Can extract text, contact
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
1 year
Datafest 23 Music Analytics is an interesting field that could be worth it Maybe I could explain about it soon
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
5 months
Done.... I need to now arrange my ipynb file and push to github + medium 😮‍💨
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
5 months
Code for the first question😮‍💨 product_sales = df.groupby('Product Name ')['Units Sold'].sum() top_selling_products = product_sales.sort_values(ascending=False)
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
5 months
How do you download YouTube videos 🌚 Here's how I do mine: Neovim and Python
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
2 months
I do work as a ML Engineer and a backend developer
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@benhamner
Ben Hamner
2 months
Hiring several backend/data/ML engineers for our new(ish) company, focused on building high-quality structured data from raw, noisy inputs. Have funding, revenue, users
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
17 days
Streamlit is an easy to use framework for building data apps... without relying heavily on JS/Frontend I do use it a lot to build my ML models user interface
@the_cloudfairy
CloudFairy🌩️🧚‍♀️👩‍💻
17 days
Is Streamlit a day-to-day framework in Python? I just came across it and it feels so much like writing Flutter code.
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
1 year
Finally deployed it on @streamlit cloud Some images: You can test it: This was the first time I'm working with more than 2 datasets at the same time Dataset was gotten from Maven Analytics recent challenge
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
1 year
Building an interactive dashboard hosted on a cloud provider
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
5 months
Data Analyst job description that needs Pyspark and Mongodb 😮‍💨
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
4 months
Road network visualization with Python 🧵
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
6 months
Was able to pay for things that I couldn't pay before Next goal: Secure a stable Data Science job
@AdemoyeJohn
John✨️
6 months
Techies, what did you achieve in this first quarter???
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
9 months
A Data Scientist/Data Analytics is a Researcher
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
9 months
Tried to convert a previous project of mine from its jupyter notebook to a web app using Streamlit. This project implements Scipy, Pandas, Matplotlib, Sklearn and KMeans There are some constraints to this, the web app only allows an image upload of less than 1mb
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@iam_Uchenna
Splendor 💖
9 months
Grow 1% everyday Who is in? Adding 1% daily?
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
6 months
Just discovered that I've not written any Medium article this year 🤧 This was the last one I wrote in November... Market Basket Analysis
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
30 days
A gentle reminder that i built this RAG stuff to aid studying for uni courses
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
6 months
And I did some little exploration with Yellow brick this morning
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@raqibcodes
§ensei 🧙‍♂️✨
6 months
how to diagnose your machine learning models effectively! if you want to know your ml model's health - plot a learning curve. learning curves are very helpful in inferring if your model is overfitting, underfitting or doing just fine. here's a pretty good hack i do use; 🧵🧵🧵
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
9 months
Born: Port Harcourt Grew up in: Port Harcourt Schooled in: Nsk Now in: Port Harcourt Currently doing: Data Science and ML
@Escobress
Pablo Escobress 💜🏳️‍🌈(ICHENI)
9 months
Quick one Born in? Grew up in? Schooled in? Now in? Doing?
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
6 months
good morning
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
1 year
Start with a goal to understand the meaning of data, it's application, how data analytics, data science or data engineering could be implemented. Before you think about learning a tool
@malcom_okonkwo
Malcom Okonkwo #DataFestAfrica2024
1 year
Dear Data Analysts, Many people talk about the right path to be a data analyst. Start with this or start with that I am here to tell you that there is no right path but I would like to use the word "recommended path" 🧵
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
1 year
A link to the complete Analysis Pivot tables in Python is cool
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@starboy_abefe
Abefe - the statistics guy✍️📚😎🇳🇬
1 year
I was going through the SUPERSTORE DATASET all over again and decided to dive deeper into the data to draw out insights and trust me I found some interesting stuffs 🧐 Not to bore you, I will divide the insights into phases. This first phase will be based on PROFIT, SALES,
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
5 months
LogisticRegression from scratch using Neovim
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
11 months
Is SQL a programming language?
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
2 months
Backend (Flask) and Machine Learning 🤝🫶
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
3 months
Don't forget to scale your X_train and X_test 😭😭
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
3 months
Been waiting for this to finish... Happy New Month 🫶
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
8 months
That OS 😂
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
7 months
With this software, you can quiz your pdf/document and the response/answers will be from your pdf/document
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
5 months
You can learn on the job 💯
@gozkybrain4u
Sarcastic Geek
5 months
I hope this makes sense but I got a mobile app development job while still learning React Native. Yes, you can learn on the job pal, build in public!
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
3 months
morning
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
20 days
Well
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@liwetweets
Lu 🤍
21 days
Please never submit a resume like this if you want the job
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
2 months
UK? Wow
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
3 months
The full details can be found here
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
3 months
Don't forget to scale your X_train and X_test 😭😭
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
3 months
🫶
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
9 months
Trained a data with RF... accuracy was 0.90. did feature importance, and selected the best features with a threshold of >0.5 Used the selected features to train the data again and this time got a 0.99 accuracy and an improvement in F1 score. Still doing my research into this
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
4 months
Interesting
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
9 months
learnt something new this morning
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
2 months
You learn better on the job... I started with Python for DS and ML, at work I learnt how to create backend APIs that could be used to deploy models, same with RAG, Langchain, llama index, Vector databases.
@jessica_xls
Jessica Ayodele
2 months
If you’re new in your DA career, my advice is don’t try to favour one tool over the other. Learn from both worlds. Chances are you might find a job that requires either Power BI or Tableau. I’ve had to use both even within the current company I work. Be flexible.
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
5 months
My contribution to this, your suggestions/criticisms is appreciated: I'm currently working on a Medium article, but for now I need to watch Anime and close the PC😮‍💨
@favour_ewoh
Favour of Analytics 📊👨🏾‍💻
5 months
So I got this dataset and some questions we could try... Who's interested? 🌚
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
1 year
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
7 months
Data Science, ML, LLMs 🤲
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@madamayo_
Miss.ayo.artss
7 months
With just one picture, tell me what you do for a living.
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
17 days
Basically...3 ML research projects
@kenneth_akpo
Ken
17 days
😂😂😂 guy, you say machine learning make you millionaire in a month
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
10 months
Tried some Frontend Engineering Stuffs
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
6 months
Please you need to learn how to code if want to do Data
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
1 year
Niger Delta confusion is something else
@chude__
Chudé
1 year
“Why is it that the Oil in the Niger Delta for the whole of Nigeria but the Gold in Zamfara belongs to Zamfara?” The NBA conference gave rise to some important questions of national concern.
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
21 days
Some personal observations: Using the T4 GPU to run this UNet hyperparameter tuning takes almost 2 hours Using the Nvidia Tesla A100 GPU takes only 36 minutes on the same task More GPU compute == A faster training process for Deep Learning models
@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
21 days
Nvidia A100 GPU.....Thank God
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
10 months
Recently came across RAG (Retrieval Augmented Generation) and Its concept. LLMs are trained on data fed into it. There are chances that such data might not be up to date, or the LLM might hallucinate when given a prompt that's not related to the data that it was trained on.
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
5 months
KAN [Kolmogorov-Arnold Network (KAN)] with pytorch
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
5 months
I do use SPSS and I work with data
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@Solomon_dart
⚡️SOLOMON⚡️👨🏽‍🍳
5 months
Quote this with a Picture of you working 🥹💼 I build mobile apps btw Let’s connect 👋
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
9 months
A very good DS and ML engineer A Venture Capitalist
@mr_ameji
Ameji
10 months
Where do you want to be in the next 5 years?
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
3 months
safe to say...i have been exploring Data Engineering....i love ML and NLP....but I might take this serious
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
9 months
Machine Learning Scientist and Machine Learning Engineer? I didn't know there was a difference
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
2 months
I hardly work on data visualization... only use matplotlib, seaborn or plotly when needed
@starboy_abefe
Abefe - the statistics guy✍️📚😎🇳🇬
2 months
Tableau >>>>>>> power bi. But the Nigerian data space is not ready for this conversation
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
11 months
Yes, SQL is a domain specific language and not a general purpose programming language. You cannot create an application or build a webpage with SQL, but it definitely looks like programming when you use SQL to talk to your databases. More info:
@iam_Uchenna
Splendor 💖
11 months
yes SQL is 100 percent a programming language but it’s domain specific
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
3 months
Tbh I'm sorry to those that have messaged me for assistance with their projects or models on X... I'm in my finals and I've work (Startup, freelance, open source)that's choked up... trying to combine both hasn't been easy
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
11 months
Why are people scared of Python in Data?
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
4 months
Flask + Postman
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
4 months
@raqibcodes I'm at the stage of building an App that uses the model, I have wrapped the model into a flask API, tested it on Postman, it works and can make predictions
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
6 months
So I've been up trying to replicate the entire flask backend process using nodejs Will ship it out soon Thanks to a friend, we were able to fix the nodejs aspect and now I can successfully deploy and test a ML model via nodejs Next: Deploying and testing ML models via Rust
@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
6 months
backend done...might try the frontend with react
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
9 months
A thread and a link to the notebook will be shared. Please any opinions or suggestions will be needed. Thanks 👍
@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
9 months
Trained a data with RF... accuracy was 0.90. did feature importance, and selected the best features with a threshold of >0.5 Used the selected features to train the data again and this time got a 0.99 accuracy and an improvement in F1 score. Still doing my research into this
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
1 year
After periods of talks, we've been contracted to develop a music analytics platform for a startup Grateful to God 🙏
@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
1 year
Good news @xythondata
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
6 months
Freelancing 101 🤧
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
6 months
You want a ML model project that deals with images and you're telling me 15-20k? People 🤧
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
6 months
Good morning 🌚🌚
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
1 year
Spotify AI DJ is an interesting example of Data, ML and AI This is lovely 😊
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
5 months
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
5 months
Tested this now, and it's impressive
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
1 year
@AdoraNwodo I went for some night parties in my first year 2nd semester, taught Python remotely, worked on data science gigs remotely and still had A and B in some courses. Yes I agree that this is a myopic thinking
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
1 year
I will land a job at Spotify or Microsoft or Apple as a software developer and Data Scientist/Analyst in 2023
@Techk_e4ma
Gloria Ifeoma Madubueze💜
1 year
I will find true love and land a job at Microsoft 😩 as a software engineer 💜 in '23.
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@ebukagaus
Ebuka is building ML models 🦙🐍🦜🦀
1 year
Please don't miss this 👍 My first space as a speaker. I'm an introvert but trying my best
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