Chirag Suthar

[Chirag Suthar @ChiragS1017]

🚀 Day 58 – Journey of Data Science

Today I learned about Static and Templates folders in Flask and how they help organize CSS, JavaScript, images, and HTML templates in web applications. 🌐🐍

#Flask #Python #WebDevelopment #DataScience #Day58

[Chirag Suthar @ChiragS1017]

🚀 Day 57 – Journey of Data Science

Today I learned HTML, CSS, and the basics of Flask for building web applications with Data Science and Machine Learning. 🌐🤖📊

#DataScience #Flask #Python #MachineLearning #Day57

[Chirag Suthar @ChiragS1017]

🚀 Day 56 – Journey of Data Science

Today I trained a Neural Network using TensorFlow on the MNIST dataset to recognize handwritten digits and make predictions. 🤖🧠🔢

#DeepLearning #TensorFlow #MNIST #MachineLearning #Day56

[Chirag Suthar @ChiragS1017]

🚀 Day 55 – Journey of Data Science

Today I learned about the MNIST dataset and explored how to understand and visualize handwritten digit images for Deep Learning. 🧠📊

#DeepLearning #MNIST #MachineLearning #DataScience #Day55

[Chirag Suthar @ChiragS1017]

🚀 Day 54 – Journey of Data Science

Today I learned about the Perceptron, Deep Learning terminology, training a perceptron using Scikit-learn, compared PyTorch vs TensorFlow vs Keras, and installed TensorFlow to start building deep learning models.🤖🧠
#TensorFlow #DataScience

[Chirag Suthar @ChiragS1017]

🚀 Day 53 – Journey of Data Science

Today I started Deep Learning and learned the basics of Neural Networks and how they help solve complex Machine Learning problems. 🤖🧠

#DeepLearning #MachineLearning #DataScience #Python #Day53

[Chirag Suthar @ChiragS1017]

🚀 Day 52 – Journey of Data Science
Today I learned Column Transformers, ML pipelines, training models on preprocessed data, and model persistence with Joblib. Also completed the California Housing Price Prediction project
#MachineLearning #DataScience #Python #ScikitLearn #Day52

[Chirag Suthar @ChiragS1017]

🚀 Day 51 – Journey of Data Science

Today I learned about handling categorical data, feature scaling, data transformation, and building pipelines in Scikit-learn to prepare data for Machine Learning models. 🤖📊

#MachineLearning #DataScience #Python #ScikitLearn #Day51

[Chirag Suthar @ChiragS1017]

🚀 Day 50 – Journey of Data Science

Today I learned Stratified Shuffle Split, data visualization, and handling missing data to prepare datasets for Machine Learning. 🤖📊

#MachineLearning #DataScience #Python #Day50

[Chirag Suthar @ChiragS1017]

🚀 Day 49 – Journey of Data Science

Today I worked with the California Housing dataset, performed EDA to understand the data, and created a test set for training and evaluating ML models. 🤖📊

#MachineLearning #DataScience #Python #EDA #Day49

[Chirag Suthar @ChiragS1017]

🚀 Day 48 – Journey of Data Science

Today I learned about measuring prediction accuracy, explored a house price prediction example, and learned MAE and RMSE for evaluating Machine Learning models. 🤖📊

#MachineLearning #DataScience #Python #Day48

[Chirag Suthar @ChiragS1017]

🚀Day 47–Journey of Data Science

Today I learned how to train a Machine Learning algorithm on the Iris dataset. I explored the process of preparing data, training a model, and making predictions using Scikit-learn.🤖📊
#MachineLearning #DataScience #Python #ScikitLearn #Day47

[Chirag Suthar @ChiragS1017]

🚀 Day 46 – Journey of Data Science

Today I learned the Machine Learning problem-solving process and explored dataset sources like Kaggle, OpenML, UCI Repository, and TensorFlow Datasets. 🤖📊

#MachineLearning #DataScience #Python #100DaysOfCode #Day46

[Chirag Suthar @ChiragS1017]

🚀 Day 45 – Journey of Data Science

Today I learned about Supervised, Unsupervised, and Reinforcement Learning. I also explored how to choose the right ML technique based on the problem and available data. 🤖📊

#MachineLearning #DataScience #Python #100DaysOfCode #Day45

[Chirag Suthar @ChiragS1017]

🚀Data Science Update

Completed SQL and Probability, and recently started my Machine Learning journey. Built my first ML model using Scikit-learn and I'm currently on Day 45 of my learning journey.🤖📊
Forgot to post updates😅
#DataScience #MachineLearning #Python #100DaysOfCode

[Chirag Suthar @ChiragS1017]

🚀 Day 34 – Journey of Data Science

Learned how to delete data from tables in SQL, manage transactions with autocommit, commit, and rollback, get the current date & time, and use constraints to maintain data integrity. 🗄️📊

#DataScience #SQL #Python #100DaysOfCode #Day34

[Chirag Suthar @ChiragS1017]

🚀 Day 33 – Journey of Data Science

Today I learned how to select data from a table and update existing data in a table using SQL queries. These operations help in retrieving and modifying data efficiently in databases.
#Python #SQL #Databases #DataScience #100DaysOfCode #Day33

[Chirag Suthar @ChiragS1017]

🚀 Day 32 – Journey of Data Science
Today I learned the introduction to databases, including how to create databases and tables, modify tables, and insert data into tables. 🗄️📊
#Python #SQL #Databases #DataScience #100DaysOfCode #Day32

[Chirag Suthar @ChiragS1017]

🚀 Day 31 – Journey of Data Science

Today I learned how to use the requests module for data collection and worked with Beautiful Soup to extract and parse data from web pages. 🌐📊

#Python #WebScraping #Requests #BeautifulSoup #DataCollection #DataScience #100DaysOfCode #Day31

[Chirag Suthar @ChiragS1017]

🚀 Day 30 – Journey of Data Science

Today I learned the basics of Web Scraping and got an introduction to HTML for extracting data from websites, which is an important part of real-world data collection. 🌐📊
#Python #WebScraping #HTML #DataCollection #DataScience #100DaysOfCode