Jaydeep
@_jaydeepkarale
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Follow Me If You Like 🐍 Python 🤖 Machine Learning/AI ⚙️ Software Engineering 📊 Data Visualization 📩 DM For Collab
Pune, India
Joined February 2019
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Hello, I am Jaydeep 👋
From Pune, India 🇮🇳
Full time Software Engineer & Partime content creator
🐦Twitter
💻Linkedin
🎥YouTube
Follow me for content on
🐍 Python
🤖 Ai/ML
📈 Data Visualization
🚀Content creation
Subscribe ⬇️
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GPT-4 is phenomenal.
But you can't miss out these 5 AI tools:
1. AI Meeting Summarizer
2. AI resume builder
3. AI images
4. AI assistent
5. AI writer
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Add these FREE CERTIFICATIONS to boost your resume
🐍 Python
🤖 Machine Learning
🧠 NLP
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3K
Googles Digital Garage is a goldmine of FREE RESOURCES 🔥
Checkout these courses to help you get started with
Python
JavaScript
Java
Machine learning
Data Science
Cloud Computing
Web development
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If you are interested in working with financial market data, then these Python libraries are for you
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Why spend thousands of dollars when you can learn Data Engineering For FREE! 💥💻
🐍 Python,
📊 SQL,
🛠️ MySQL,
🌳 MongoDB,
🔥 PySpark,
🎈 Bash,
🌬️ Airflow,
☕ Kafka,
🐙 Git,
🐈 GitHub,
⚙️ CICD basics,
🏬 Data Warehousing,
🛠️ DBT,
🌊 Data Lakes,
📘 DataBricks,
☁️ Azure
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Learning Python ?
Use these 8️Github repositories to LEVEL UP YOUR PYTHON SKILLS 🚀🚀🚀
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Some Python courses worth looking at to get started with your journey 🚀
{ Get Started With Python }
{ Python For Data Analysis }
{ Python For Data Science }
{ Python For ML }
{
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It's no secret that Python is slow compared to Java or C/C++.
So it becomes all the more critical to know about performance & how you can write better Python
I've tried to curate a handful talks/videos which address this issue
#100DaysOfCode
#Python
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Jupyter Notebooks are AWESOME for anything related to Python, Data Science, Machine Learning.
A short thread 🧵on how you can use it better
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Kaggle is the best platform if you wish get into Machine Learning & Data Science. Only few use the platform correctly though.
Open this if you wish to be one of them ⏬⏬⏬
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Technical sites offering free learning 💪
SQL, ML, DL, Data Science
Front-end, Back-end, Python, ML
AI/ML, DL
.NET, Azure, GitHub, SQL Server
Blockchain,
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Use these 8️Github repositories to learn Python better🚀🚀🚀
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Top Python Data Visualization Libraries you must checkout
Master Thread...Bookmark for future reference emoji 🧵
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Kaggle is the best platform if you wish get into Machine Learning & Data Science. Only few use the platform correctly though.
Open this if you wish to be one of them ⏬⏬⏬
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916
Learning Data Science ❓❓❓
These projects with Source Code are the perfect reference 🌟🌟
A Thread 🧵🧵🧵
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When I started learning Python in 2017 I was confused by it's numerous career paths & salaries😕
Here's a simple explanation for 6️⃣ career options which offer BIG SALARIES 💰 💰🚀
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2 Month Data Engineering crash course curriculum designed specifically for Data Scientists.
All resources are free 💪
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Learning Python ?
Build these projects to strengthen your understanding ⬇️
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Practice Projects In Python With Code ✅
{ URL Shortener }
{ PDF To Audio Book }
{ Web Scraping}
{ Folder Organizer }
{ Speech To Text App }
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New to Python ? 🐍
Here's a FREE ROADMAP & RESOURCES to learn them 🚀🚀🚀
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APACHE KAFKA 101:
Imagine you are working in a manufacturing company that produces heavy machinery. Ensuring the reliability and uptime of these machines is critical. You want to implement a predictive maintenance system using AI/ML to predict equipment failures before they
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🐍Python Class Anatomy
Almost everything a Python class definition can contain summed up in one image
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Pandas🐼 is one of the most widely used Python Library
A 🧵 on important methods & attributes with examples & code snippets🚀🚀🚀
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🐍 Python Project Ideas
{ Speech To Text }
{ Folder Organizer }
{ Web Scraping }
{ PDF To Audio Book }
{ URL Shortener }
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🐍 Python
🐼 Pandas
⚙️Numpy
Master Thread On The Mostly Commonly Used Functions !!
Bookmark for all future references.
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Project based learning is the best ✅
A GitHub repo helping aspiring developers by learning to build projects from scratch.
Languages featured
Python
Java
Javascript
Go
Rust
Many more....
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New to Data Visualization 🎨 In Python 🐍 ?
Here's some MUST-KNOW Libraries🚀🚀🚀
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Python can simplify many day-to-day tasks
5 examples with code 🚀🚀🚀
🟢 Convert Pdf to Word
🟢 Generate a QR Code
🟢 Password protect a pdf
🟢 Remove background from an image
🟢 Flip images
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Kaggle is a superb platform for Python & Machine Learning
Open this if you wish to use it to maximum potential ⏬⏬⏬
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A general guideline & not related to this post ***
"People's Github have nothing to do with how good/bad they are as devs"
Tech influencers vs their commit history.
Bunch of clones and a lot of cringe reels is all it takes, what a joke.
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VsCode is a great code editor ✅
Here's a few extensions to make your Python 🐍 development experience better
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GitHub Repositories I wish existed earlier in my career
Covering
• Software Engineering
• Interview Prep
• ML Projects
• Data Engineering Projects
✳️ Complete-Machine-Learning-
• 60 days of Data Science and ML with project Series
•
✳️
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Use these Github repositories to level up your Machine Learning skills
*️⃣ Homemade machine Learning
*️⃣ Awesome Machine Learning
*️⃣ Machine Learning Tutorial
*️⃣ Best Of ML With Python
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Learn MLOps From These GitHub Repositories !!!
#️⃣ MLOps-Basics
#️⃣ MLOps-Guide
#️⃣ Awesome MLOps
#️⃣ Awesome MLOps - Tools
#️⃣ DTU MLOps
#️⃣MLOps Course
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"Good to have" FREE CERTIFICATIONS to boost your resume
🐍 Python
🤖 Machine Learning
🧠 NLP
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Your Python journey wouldn't be complete without Numpy.
You should be familiar with these 11 array creation functions
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6 Free Data Science Books For Complete Beginners 🚀🚀🚀
Thread 🧵🧵🧵
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Building projects is the best way to learn any new language.
5 Free Python 🐍 Project ideas with source code 🚀🚀🚀
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Learning Python changed my life 🚀
FREE Python resources to help you get started 🧵 🧵🧵
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Python Class Anatomy 🐍
Almost everything a Python class definition can contain summed up in one image :)
#100DaysOfCode
5
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I've been writing about Python, Machine Learning & Data Science on Twitter for over a year now !!!
Here are some of my best posts covering
~ Tutorials
~ YT Videos
~ Certifications
& More 💪
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🐍 x 🐋
Want to deploy your Python app easily and consistently across multiple environments?
Dockerize it 💪
Here's a step-by-step guide to get you started 🧵
Image Source ~ Google
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5 Useful Python Functions You Should Know With Code 🚀
Thread 🧵🧵🧵
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Two important concepts which most Python beginners find hard to grasp
��� Generators
✅ Decorators
Let me quickly explain them to you 🧵
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Python Class Anatomy 🐍
Almost everything a Python class definition can contain summed up in one image :)
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Python Skills You Need To Get Hired 🚀
A 🛣️🗺️to get job ready as a Python Backend Dev
▶️Learn the Basics
🟢Free
🟠Paid
1⃣
2⃣
3⃣
▶️Working With Databases
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🐍 Python
🐼 Pandas
⚙️Numpy
Master Thread On The Mostly Commonly Used Functions !!
Bookmark for all future references.
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Kaggle is a superb platform for Python & Machine Learning
Open this if you wish to use it to maximum potential ⏬⏬⏬
8
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Super excited about this one 💪
In this week's space we host
@driscollis
@itsafiz
to talk about learning Python, content creation & what it takes to have a successful career in Python
@Adarsh____gupta
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Roadmap for a successful career in Machine Learning revealed
📂 ML Engineer
∟📂
∟📂 MLOPs
∟📂 Pytorch, Tensorflow
∟📂 Data Visualization
∟📂 XGBoost
∟📂 Pandas, Numpy
∟📂 Python
∟ ✅ SQL ( Start HERE )
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freeCodeCamp is a goldmine for FREE RESOURCES 🔥
Here is a list of resources to get you started with Python 🐍
DSA in Python 🐍
Data science 🌐
Data Visualization 📈
Machine Learning 🤖
Deep Learning 🧠
NLP 🗣️
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Learn SQL using Google BigQuery for free on Kaggle
{ Intro To SQL }
{ Advanced To SQL }
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Top 10 Free Python Courses
❇️ Google's Python Class
❇️ Microsoft's Introduction to Python Course
❇️ Introduction to Python Programming by Udemy
❇️ Learn Python - Full Course for Beginners by freeCodeCamp
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5 insanely USEFUL & FREE 🚀 cheat-sheets for Data Visualization & Python !!!
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2022 ends in 16 days.
I'm at 4.2K followers, will try to reach 5K before year end :)
So, drop a follow if you are interested in:
🐍 Python
📊 Data Visualization
🤖 AI/ML
🤝 Content Creation
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Level up your Machine Learning skills with these GitHub repos
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AutoGPT is phenomenal.
But you can't miss out these 5⃣ AI tools:
1. AI Meeting Summarizer
2. Quickly Search & Understand large code bases
3. AI Testing
4. AI Assistant
5.
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I've been writing about Python, Machine Learning & Data Science on Twitter for over a year now !!!
Here are some of my best posts covering
~ Tutorials
~ YT Videos
~ Certifications
& More 💪
12
57
306
Neither Python nor JavaScript will save you if you choose the wrong SDLC model for your project ?
Based on my 10 years of experience let me help you understand both
🧵🧵🧵
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🐍Python
🔥🔥 All Methods Of Python Dictionaries With Examples 🔥🔥
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REDDIT is a Goldmine of data🪙🪙🪙
There's thousands of TBs of useful and not so useful data being generated on the platform.
This data can be scraped and used for data analysis, building practice machine learning projects and numerous other applications.
PRAW i.e. the Python
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Backend Development is like an ocean but I've made an honest attempt to summarize things you need to know to become one.
I will pin this tweet to my profile & keep adding good resources for each of the concepts
Visual Idea:
@reactive_dude
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A MUST KNOW tool for anyone working with data is Matplotlib
The following thread provides EXAMPLES of different types of PLOTS WITH CODE 🧵🧵🧵
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Thread on Machine Learning repositories to level up you skills 🚀
~Image Credit fsm. ac. in
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Kaggle is one of the goto platforms for Machine Learning
Here's how to use it to it's maximum potential 💯
{ Explore Learn Section }
{ Explore Datasets }
{ Explore Challenges}
{ Learn By Building }
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Twitter is a Gold Mine of knowledge sharing !!!
Here are some of the favorite Python, AI/ML & Data Science creators I follow & you should too :)
/🧵//🧵//🧵/
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A very good playlist if you are getting started with Deep Learning !!
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🐍 Python X 💬 WhatsApp x 📄 Google Sheet
Build a price drop alert script using web scraping
🔵 Python Playwright
🟠 Pygsheets
🟢 Pywhatkit
16
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Kaggle is a goldmine for Python & Machine Learning
Open this if you wish to use it to maximum potential ⏬⏬⏬
9
61
248
Anatomy Of A Dockerfile 🐋
Every command a Dockerfile to create a 🐍 Python Flask can contain explained in one image
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Building projects is the best way to learn any new language.
5 Free Python 🐍 Project ideas with source code 🚀🚀🚀
15
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230
🐍Python
⚙️Automation Projects
🤝Build In Public
Python script to organize files into folders 🧵🧵🧵
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New to Python ? 🐍
Here's a FREE ROADMAP & RESOURCES to learn them 🚀🚀🚀
10
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Learn Python Logging ✅
1. The Basics
2. Handlers
3. Storing Configuration
4. Filters & Adapters
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8 powerful EDA tools, that automate many redundant steps of EDA and help Data Scientists profile data in quick time ✅
> Sweetviz
> Pandas Profiling
> Dataprep
> Autoviz
> Dtale
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Top 5 Books I've read this year
1. The Joys Of Compounding
2. The Psychology Of Money
3. Atomic Habits
4. Deep Work
5. The Alamanck Of Naval Ravikant
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Learn Python Data Types 💪
{ List }
{ Tuple }
{ Set }
{ Dictionary }
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Learn Python by building these projects 🔥🚀
{ Folder Organizer }
{ Webscraping }
{ PDF To Audi Book }
{ Speech To Text }
🐍x🤖 Python and Machine Learning tutorial
Want to transcribe your video calls into text ?
✅What is Speech-To-Text(STT) ?
✅Ways to do STT ?
⚠️Why doing STT on your own is a bad idea ?
✅Real-world use cases
A Mega 🧵🧵🧵
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Free certification which are "Good to have" to boost your resume
🐍 Python
🤖 Machine Learning
🧠 NLP
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Apache Spark is a lightning-fast unified analytics engine for big data and machine learning 🚀🚀🚀
Get started with Spark for FREE using these resources 🧵🧵🧵
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🐍 Python opens up numerous career paths 🛣️
Here's a simple explanation for 6️⃣ career options which offer BIG SALARIES 💰 💰🚀
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Cross Validation in Machine Learning clearly explained !!!
1⃣ What Is Cross Validation ?
Imagine you have a limited dataset, and you want to know how well your machine learning model will perform on new, unseen data. Cross-validation is like a smart technique that helps you get
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Implementing Linear Regression from scratch 🧵
Problem Statement: Model the demand for shared bikes with the available independent variables
Libraries used
> pandas
> numpy
> seaborn
> scikit-learn
> matplotlib
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I was leading a project in 2016, she was working in another team
We got stuck with a requirement that needed Oracle Forms knowledge .
She helped & we became friends, got married 2 years later. Became parents to twins last year ❤️
Please rt with the story of how you met your s/o. I want to know. Even if it’s “not interesting” 🫶🏼
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🐍 Python libraries you may be interested in for working with financial market data 🚀
⚠️ API Keys required for some !!!
Thanks to Carlos Muza for making this photo
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Getting started with a career in Machine Learning ?
Bookmark these FREE RESOURCES 🚀🚀🚀
🟢 Videos
🔵 Books
🟠 Github Projects
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