Rohini Koli
@rohhcode
Data Science Enthusiast | Blogger @Medium | Exploring Data Science & Machine Learning
#Day100/100 - #100DaysOfDataScience I did it! 💪🏻✨ Instead of starting something new, I took time to reflect on how far I've come From basic stats to #Python, #SQL, #DSA, #ML, #DL, #NLP, #AI, many more & building various projects & chatbots I now see data and me🌟 differently
Day 99/100 of #100DaysOfDataScience Revisited everything I’ve learned and the projects I built - feeling super confident and interview-ready! Also practiced some SQL queries today. From now on, I’ll be adding SQL to my regular routine just like DSA. #100DaysOfLearning
Day 99/100 of #100DaysOfDataScience Revisited everything I’ve learned and the projects I built - feeling super confident and interview-ready! Also practiced some SQL queries today. From now on, I’ll be adding SQL to my regular routine just like DSA. #100DaysOfLearning
Day 98/100 of #100DaysOfDataScience Revised all the DSApatterns I've been working on, brushed up on some important ML questions, and wrapped up the day by submitting an assignment. Feeling more intuitive with each step! #DataScience #MachineLearning #DSA #Coding
Day 98/100 of #100DaysOfDataScience Revised all the DSApatterns I've been working on, brushed up on some important ML questions, and wrapped up the day by submitting an assignment. Feeling more intuitive with each step! #DataScience #MachineLearning #DSA #Coding
Day 97/100 of #100DaysOfDataScience Worked on a web scraper project & explored the tools behind it Practiced DFS DSA questions on LeetCode Submitted a video assignment Almost there. staying consistent till the end! #WebScraping #LeetCode #DataScience #DSA
Day 97/100 of #100DaysOfDataScience Worked on a web scraper project & explored the tools behind it Practiced DFS DSA questions on LeetCode Submitted a video assignment Almost there. staying consistent till the end! #WebScraping #LeetCode #DataScience #DSA
Day 96/100 of #100DaysOfDataScience Solved Binary Tree Traversal DSA patterns Problems. Worked on my LLaMa-based project documentation. Completed Part A of one my assignment, Part B is left. Started the next one for my Machine Learning internship. (Have to record videos)
Day 96/100 of #100DaysOfDataScience Solved Binary Tree Traversal DSA patterns Problems. Worked on my LLaMa-based project documentation. Completed Part A of one my assignment, Part B is left. Started the next one for my Machine Learning internship. (Have to record videos)
Day95/100 of #100DaysOfDataScience Solved DSA on Modified Binary Search & revised old patterns. Worked on my LLaMa-based project. Also started an assignment: Part A – Scraping + cleaning Google Maps data Part B – Setting up Airtable to track leads. #DSA #LLM #DataScience
Day95/100 of #100DaysOfDataScience Solved DSA on Modified Binary Search & revised old patterns. Worked on my LLaMa-based project. Also started an assignment: Part A – Scraping + cleaning Google Maps data Part B – Setting up Airtable to track leads. #DSA #LLM #DataScience
Day 94/100 of #100DaysOfDataScience • Worked on my project — almost done! • Solved a DSA problem on the Overlapping Intervals pattern. Feeling good about the progress! #DataScience #DSA #Coding
Day 94/100 of #100DaysOfDataScience • Worked on my project — almost done! • Solved a DSA problem on the Overlapping Intervals pattern. Feeling good about the progress! #DataScience #DSA #Coding
Day 93/100 of #100DaysOfDataScience Had an offline interview today - great experience! Despite a busy day, I still made some progress on my project this evening. #DataScience #Consistency #LearningJourney
Day 93/100 of #100DaysOfDataScience Had an offline interview today - great experience! Despite a busy day, I still made some progress on my project this evening. #DataScience #Consistency #LearningJourney
Day 92/100 of #100DaysOfDataScience! Made solid progress on my project today, refining insights and improving workflows. Also took time to revisit core CS concepts & #DSA to gear up for my upcoming interview. #DataScience #Coding #InterviewPrep
Day 92/100 of #100DaysOfDataScience! Made solid progress on my project today, refining insights and improving workflows. Also took time to revisit core CS concepts & #DSA to gear up for my upcoming interview. #DataScience #Coding #InterviewPrep
Day 91/100 of #100DaysOfDataScience Started an end-to-end LLM & GenAI project: Uses Llama 3.1, #ChromaDB, #LangChain, #Streamlit Helps Software & AI services companies send cold emails to clients Practiced #DSA: Top K Elements pattern #AI #LLM #GenAI
Day 91/100 of #100DaysOfDataScience Started an end-to-end LLM & GenAI project: Uses Llama 3.1, #ChromaDB, #LangChain, #Streamlit Helps Software & AI services companies send cold emails to clients Practiced #DSA: Top K Elements pattern #AI #LLM #GenAI
Day 90/100 of #100DaysOfDataScience 🚀 ✅ Practiced and solved questions on the Monotonic Stack pattern in Dsa - great for optimizing certain problems! ☑️ Revised all the concepts & skills from my resume for a solid recap. #DataScience #DSA #Coding #ResumePrep
Day 90/100 of #100DaysOfDataScience 🚀 ✅ Practiced and solved questions on the Monotonic Stack pattern in Dsa - great for optimizing certain problems! ☑️ Revised all the concepts & skills from my resume for a solid recap. #DataScience #DSA #Coding #ResumePrep
Day 89/100 of #100DaysOfDataScience 🚀 Completed my ML assignment on Wav2Vec2 for deepfake audio detection! 🎙️ Trained the model, fine-tuned features, and analyzed performance. Also revised key ML techniques feeling more confident! ✅ #MachineLearning #AudioAI #DeepLearning
Day 89/100 of #100DaysOfDataScience 🚀 Completed my ML assignment on Wav2Vec2 for deepfake audio detection! 🎙️ Trained the model, fine-tuned features, and analyzed performance. Also revised key ML techniques feeling more confident! ✅ #MachineLearning #AudioAI #DeepLearning
Day 88/100 of #100DaysOfDataScience Worked on an ML assignment using Wav2Vec2 for deepfake audio detection! 🎙️ Trained a model with ASVspoof 2019 dataset, handled variable-length audio, and optimized feature extraction. #MachineLearning #AudioAI
Day 88/100 of #100DaysOfDataScience Worked on an ML assignment using Wav2Vec2 for deepfake audio detection! 🎙️ Trained a model with ASVspoof 2019 dataset, handled variable-length audio, and optimized feature extraction. #MachineLearning #AudioAI
Day 87 of #100DaysOfDataScience Did absolutely nothing today. Maybe my brain was running an unsupervised learning model on rest. Back tomorrow!
Day 87 of #100DaysOfDataScience Did absolutely nothing today. Maybe my brain was running an unsupervised learning model on rest. Back tomorrow!
Day 86/100 of #100DaysOfDataScience Continued my revision Revisited solved DSA problems for better clarity Learned about BERT in deep learning and its impact on NLP #DataScience #DeepLearning #DSA #MachineLearning
Day 86/100 of #100DaysOfDataScience Continued my revision Revisited solved DSA problems for better clarity Learned about BERT in deep learning and its impact on NLP #DataScience #DeepLearning #DSA #MachineLearning
Day 85/100: #100DaysOfDataScience Today was all about revision and reinforcement! I went over all the concepts I’ve learned so far, practiced diligently, made progress on my project, and explored the Word2Vec concept in depth. #DataScience #Word2Vec
Day 85/100: #100DaysOfDataScience Today was all about revision and reinforcement! I went over all the concepts I’ve learned so far, practiced diligently, made progress on my project, and explored the Word2Vec concept in depth. #DataScience #Word2Vec
Day 84/100 of #100DaysOfDataScience ✨ Today, I revisited and revised all the important concepts that needed a refresher. Also, I worked on fixing some issues in my NLP chatbot project. #DataScience #NLP #MachineLearning #AI
Day 84/100 of #100DaysOfDataScience ✨ Today, I revisited and revised all the important concepts that needed a refresher. Also, I worked on fixing some issues in my NLP chatbot project. #DataScience #NLP #MachineLearning #AI
Day 83/100 of #100DaysOfDataScience! Added a new feature to my #NLP chatbot project Completed 2 internship assignments - great learning experience! Practiced #regex concepts Solved some Linked List In-Place Reversal Pattern questions on #LeetCode #DataScience #DSA #AI
Day 83/100 of #100DaysOfDataScience! Added a new feature to my #NLP chatbot project Completed 2 internship assignments - great learning experience! Practiced #regex concepts Solved some Linked List In-Place Reversal Pattern questions on #LeetCode #DataScience #DSA #AI
Day 82/100 of #100DaysOfDataScience ✨ Completed backend coding for my #NLP + #AI #chatbot project. Finished a fraud detection model for financial transactions (live on GitHub). Revised #DSA pattern questions from the past 4 days. #DataScience #AI #chatbots
Day 82/100 of #100DaysOfDataScience ✨ Completed backend coding for my #NLP + #AI #chatbot project. Finished a fraud detection model for financial transactions (live on GitHub). Revised #DSA pattern questions from the past 4 days. #DataScience #AI #chatbots
Day 81/100 of #100DaysOfDataScience ✨ Continued my #NLP project, working on the backend Worked on a #FraudDetection model for financial transactions handling (6.3M rows) data Practiced #DSA solving Slow & Fast Pointers Pattern problems #MachineLearning #DataScience #Coding
Day 81/100 of #100DaysOfDataScience ✨ Continued my #NLP project, working on the backend Worked on a #FraudDetection model for financial transactions handling (6.3M rows) data Practiced #DSA solving Slow & Fast Pointers Pattern problems #MachineLearning #DataScience #Coding
Day 80/100:#100DaysOfDataScience Revisited DSA pattern problem-solving from the past 3 days—revision is key! Completed my video processing pipeline & uploaded it to GitHub. Started working on the backend of my NLP chatbot using MySQL. #DSA #MySQL #NLP #GitHub
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