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VEIf you want to crack Data Science jobs in the next 30 days, hereβs the three step process which you will follow which literally no one talks about.
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@vee_daily19
#Mnc Data Science Program Application Process
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SUComment βProjectsβ to get 5 Data Scientist Project ideas and a plan π©π»βπ»
β»οΈ repost to share with friends. Here is how to become a data scientist in 2026 and beyond π οΏΌthe original video was 4 min Andi had to cut it down to 3 because instagram. Should I do a part 3v
what are other skills that you would add to the list and let me know what I should cover in the next video π©π»βπ»
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@sundaskhalidd
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SAFree Data Science Certification by Cisco π―
Follow me , then comment βLinkβ to get Link π
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@sagar_mee_
1.2M
THHereβs a roadmap to help you go from a software engineer to a data scientist π©βπ» π
If youβre tired of writing vanilla apps and want to build ML systems instead, this oneβs for you.
Step 1 β Learn Python and SQL (not Java, C++, or JavaScript).
β Focus on pandas, numpy, scikit-learn, matplotlib
β For SQL: use LeetCode or StrataScratch to practice real-world queries
β Donβt just write codeβlearn to think in data
Step 2 β Build your foundation in statistics + math.
β Start with Practical Statistics for Data Scientists
β Learn: probability, hypothesis testing, confidence intervals, distributions
β Brush up on linear algebra (vectors, dot products) and calculus (gradients, chain rule)
Step 3 β Learn ML the right way.
β Do Andrew Ngβs ML course (Deeplearning.ai)
β Master the full pipeline: cleaning β feature engineering β modeling β evaluation
β Read Elements of Statistical Learning or Sutton & Barto if you want to go deeper
Step 4 β Build 2β3 real, messy projects.
β Donβt follow toy tutorials
β Use APIs or scrape data, build full pipelines, and deploy using Streamlit or Gradio
β Upload everything to GitHub with a clear README
Step 5 β Become a storyteller with data.
β Read Storytelling with Data by Cole Knaflic
β Learn to explain your findings to non-technical teams
β Practice communicating precision/recall/F1 in simple language
Step 6 β Stay current. Never stop learning.
β Follow PapersWithCode (it's now sun-setted, use huggingface.co/papers/trending, ArXiv Sanity, and follow ML practitioners on LinkedIn
β Join communities, follow researchers, and keep shipping new experiments
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Save this for later.
Tag a friend whoβs trying to make the switch.
[software engineer to data scientist, ML career roadmap, python for data science, SQL for ML, statistics for ML, data science career guide, ML project ideas, data storytelling, becoming a data scientist, ML learning path 2025]
@the.datascience.gal
630.9K
SOπ― Data Science vs Data Analytics β Whatβs the Difference & Which Oneβs for YOU?
Both are booming fields. Both are in-demand. But theyβre NOT the same!
In this reel, we break down the core differences between Data Science and Data Analytics so you can pick the right path and future-proof your career. π»ππ
π Covered in the reel:
π What each role actually does
π Tools & skills you need to learn (Python, SQL, Tableau, ML, etc.)
π Career paths & job roles
π Average salaries & global demand
π Which one is better for freshers?
π‘ Data Analysts focus more on interpreting existing data to make decisions.
π‘ Data Scientists build models, predict outcomes, and work with deeper algorithms & machine learning.
π Want to learn which course fits you or apply abroad for Data programs?
weβll guide you with personalized career advice + best universities in India & abroad!
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@sop_edits_overseas
161.6K
DA60 Unique Data Science Project Ideas Also see π
Top Places to Grab Public Datasets
Kaggle Datasets
Google Dataset Search
Hugging Face Datasets Hub
UCI Machine-Learning Repository
AWS Open Data Registry
Microsoft Research Open Data
BigQuery Public Datasets (Google Cloud)
Data.gov (USA)
data.gov.in (India)
World Bank Open Data
IMF Data Portal
Eurostat Open Data
FiveThirtyEight GitHub
Awesome-Public-Datasets (GitHub)
OpenML
Zenodo
Figshare
PapersWithCode β Datasets
Quandl
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Special Benefits for Our Instagram Subscribers π»
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@datasciencebrain
60.3K
MEData Science Roadmap with Gen AI!! Save it & Share it
Follow @meet_kanth
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@meet_kanth
14.2K
RAData Scientist Roadmap
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@random_code_83
149.8K
KU5 Data Science Projects that will actually get you Hired
Project details
1) Real Time Social Media Analytics
Create interactive dashboards to analyze real-time social media data to make data-driven decisions
2) Enhancing Satellite Imagery using Gen AI
Using GANs, generate images to enhance the quality of satellite imagery.
3) Medico Powered by GenAI
A medical assistant powered by generative AI that generates medical diagnoses based on prompts and RAG to improve responses.
4) Image & Video Generator
Building an application fueled by generative AI to generate videos and images based on prompts.
5) Analyzing Ad Campaigns using Text Analysis
Use text analysis to find word embeddings in reviews to analyze various campaigns.
You will build these projects under the guidance of IIT Faculties and will also get placement support from Intellipat Hiring Partners.
On successful completion you will get a certificate from IIT and Microsoft.
More details in bio.
{kushal vijay, careerguidance, data science projects, viral, trending, project ideas, templates, microsoft, coding projects}
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@kushal_vijay_
51.8K
TELike and Comment βTestβ for the test registration form.
#tech #coding #sde #ai #softwaredevelopment
@techwithdivyam
155.7K
DAπ¨ Want to become a Data Analyst but donβt know where to start? π
Iβve got you covered β Microsoft has launched a dedicated learning path with free resources to help you master Data Analytics step by step! π
π¬ Comment βDATAβ and Iβll DM you the complete roadmap + official Microsoft resources.
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Certificate-ready path to build your career
π₯ This is your sign to start learning data analytics the right way β straight from Microsoft! π
@data_with_anurag
916.4K
VEDATA SCIENCE ROADMAP FROM GOOGLE DATA SCIENTISTS
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@vee_daily19
β¨ #Mnc Data Science Program Application Process Discovery Guide
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