Shristi Singh Thakur

21 | #Python #SQL #DataAnalyst #MachineLearning #DeepLearning #Freelancing |  Sharing my learning journey and projects | Data Analyst Intern @ Zappian

[Shristi Singh Thakur @___shristisingh]

👏 Hey everyone! I'm Shristi, a machine learning enthusiast and future data scientist. I'll be showcasing my projects, learning experiences, and perspectives on deep learning and data analysis. Come along with me and let's interact!
#DataScience
#MachineLearning
#Python

[Shristi Singh Thakur @___shristisingh]

#connect

[Shristi Singh Thakur @___shristisingh]

Hey, @X fam,
I recently started the 'Data Decoded' series on #LiNKEDiN and am very excited to get insights from various industries.

You can check out Episode 1- Cosmetic and Beauty Industry breakdown on my LinkedIn- https://t.co/N4nD60AmMh

#DataAnalytics #Insights #DataDriven

[Shristi Singh Thakur @___shristisingh]

🚀Launching "Data Decoded" Series! 📊
Episode 1: Beauty Industry Breakdown 💄✨
Analyzed 12,615 products across 1,753 brands including #Amazon #Myntra #nykaa #Dior #Sephora

Want the full scoop? Follow me on LinkedIn!
Full post drops tomorrow at 10:30 AM. Don't miss it!👀
#DATA

[Shristi Singh Thakur @___shristisingh]

Entering the Corporate World in Your Third Year: A Good or Bad Move?

What are your thoughts on starting internships or entering the corporate world during your college years? Have you had similar experiences or insights?
Let's discuss it here- https://t.co/RARMz0E6Aa

[Shristi Singh Thakur @___shristisingh]

Today's topic: Performance Metrics! 📈✨
Accuracy: Overall correctness.
Precision: True positives vs. predicted positives.
Recall: True positives vs. actual positives.
F1 Score: Balance between precision and recall.
AUC-ROC: Model performance across classification thresholds.
#ML

[Shristi Singh Thakur @___shristisingh]

Today's topic: Naive Bayes! 🌟
Naive Bayes is a simple yet powerful probabilistic classifier based on Bayes' theorem. It's especially effective for text classification and spam detection. Assumes features are independent, hence 'naive'.🧠📊 #MachineLearning #DataScience

[Shristi Singh Thakur @___shristisingh]

Bias: Errors from overly simple models, leading to underfitting.
Variance: Sensitivity to training data noise, leading to overfitting.
Balance is key! ⚖️ #MachineLearning #DataScience #BiasVarianceTradeoff

[Shristi Singh Thakur @___shristisingh]

Today's topic: Overfitting, Underfitting, Bias, and Variance in ML! 🤖📊

Overfitting: Model learns too much noise, great on training data but poor on new data.
Underfitting: Model too simple, poor on both training and new data.

[Shristi Singh Thakur @___shristisingh]

Decision Trees: A versatile model that splits data into branches to make decisions, great for both classification and regression tasks.
Both are powerful tools in the ML toolkit! 🚀 #MachineLearning #DataScience #KNN #DecisionTrees

[Shristi Singh Thakur @___shristisingh]

Today's deep dive: KNN and Decision Tree models! 🌟🤖
KNN (K-Nearest Neighbors): A simple, instance-based learning method that classifies data based on the closest training examples.

[Shristi Singh Thakur @___shristisingh]

@db_WhataDrag happens!

[Shristi Singh Thakur @___shristisingh]

The worst they can do is reject you.
bruh, I got this👽
#Interviews #rejections #freshers #ds #Engineering

[Shristi Singh Thakur @___shristisingh]

@Amit_Kumarr1 done

[Shristi Singh Thakur @___shristisingh]

Today's topic: Logistic Regression! 📊✨
A powerful algorithm for binary classification tasks, helping to predict outcomes like spam detection, and more.
Check out my GitHub repo for the model! 🚀 #MachineLearning #DataScience #LogisticRegression #GitHub
GitHub link in bio**

[Shristi Singh Thakur @___shristisingh]

@ebaad90 sure

[Shristi Singh Thakur @___shristisingh]

@arpityadv_ connected

[Shristi Singh Thakur @___shristisingh]

@Vamsi2017810 @X Heyaa, sure

[Shristi Singh Thakur @___shristisingh]

Hey everyone on @X ! I'm documenting my journey of Machine Learning and Deep Learning right here. 📚✨ Follow along as I share projects, insights, and learning experiences. Let's #connect and grow together! 🚀 #MachineLearning #DeepLearning #DataScience #LearningJourney #Connect

[Shristi Singh Thakur @___shristisingh]

@NITINKUMAR1501 sure<

[Shristi Singh Thakur @___shristisingh]

@Sahilk930 done

[Shristi Singh Thakur @___shristisingh]

@Sahilk930 connected

[Shristi Singh Thakur @___shristisingh]

@farhankhamran sure<

[Shristi Singh Thakur @___shristisingh]

@Your_Majesty__1 @X connected.