Search results for #40daysofcode
Day 18 of 40🚀. - I learnt about action selection policies(softmax, E-greedy(1-E)). - Started a new project. #40daysofcode #reinforcementlearning
Day 17 of 40 🚀. I continued on my reinforcement learning course. Learnt about: - Temporal difference - deep Q learning intuition learning and action - experience replay. #40daysofcode #ReinforcementLearning #artifici
Day 16 of 40🚀 I made Learnt about Markov Decision Process, markov process, Policy vs plan, Q learning. I am currently getting a good foundation in Re-inforcement Learning. Can't wait to begin writing codes. #40daysofcode #Reinforcementlearning #ArtificialIntelligence
Day 15 of 40🚀. Started a Course on re-inforcement Learning. I Learnt how it works. I learnt on bellman's equation. #40daysofcode #reinforcementlearning #ml
Day 14 of 40🚀. I wrapped up my project by loading the test data and making predictions on the test data. The predictions were converted to CSV and submitted to the kaggle competition. I had a very poor score(0.5)😭. I definitely learnt a lot on this project. #40daysofcode #ML
That ROC AUC score was the score of the Xgboost model. The BalancedbaggingClassifier took ages to fit and then my system hung 😭. So I shut it down and would work on it tomorrow. #40daysofcode #Machinelearning #Classification #Kaggle
That ROC AUC score was the score of the Xgboost model. The BalancedbaggingClassifier took ages to fit and then my system hung 😭. So I shut it down and would work on it tomorrow. #40daysofcode #Machinelearning #Classification #Kaggle
Day 13 of 40🚀 I started today by fitting my BalancedbaggingClassifier, tried moving the threshold of my Xgboost model to complement the class imbalance. I fit the model on the entire dataset and predicted on the tests set. The model's ROC AUC score was 0.4😭 #ML #40daysofcode
Day 12 of 40🚀 Still on the bank classification project. Tomorrow is the last day of the competition. I spent today tuning my Random forest's hyperparameters. Then tried out the BalancedBaggingClassifier to handle the class imbalance. #40daysofcode #Machinelearning #Classificatio
Day 11 of 40🚀 I couldn't do much today 'cause there was no power supply. I was able to fit the dataset on 4 models and XGBoost came out on top. I Performed hyperparameter tuning on the xgboost model. #40daysofcode #machinelearning #Classification
Day 10 of 40🚀 Continued work on my Bank dataset binary classification project. I made more research on how to handle class imbalance(I learnt a lot😋). I encoded my non-numerical features and scaled the entire dataset using RobustScaler. #40daysofcode #Machinelearning Gal 6:9
Day 9 of 40🚀. - Visualized the dataset to check for irregularities. I found out there was high class imbalance. I started making research into how to handle class imbalance. kaggle.com/competitions/p… #40daysofcode #Machinelearning #Classification
Day 8 of 40🚀. Made more research on the dataset for the Kaggle competition I talked about yesterday. I spent a lot of time on it because I really didn't understand some of the terms used. Competition link is in my previous post. #40daysofcode #Kaggle #MachineLearning
Day 7 of 40🚀 - Made some research on how to prevent overfitting on a deep learning model. - Started work on a kaggle competition: kaggle.com/competitions/p…. #40daysofcode #Classification #MachineLearning
Day 6 of 40 🚀 Learnt how to use git and GitHub to contribute to open source project. I hope to contribute to an open source project before the end of next month. #40daysofcode #Opensourceprojects
Day 4 of 40🚀 - Finished up my image classification project. - Learnt a bit about communicating your project as an ML engineer(to fellow teammates and then to the public). #40daysofcode #imageclassification #ai
Day 3 of 40🚀 - Had to fit my model again 'cause runtime disconnected while training it the last time. - Made predictions on the test data. (both took about an hour+) - Learnt a bit about model architecture and activation functions. #40daysofcode #imageclassification #ai
Day 31 - 37 of #40DaysOfCode: Halfway through advanced DOM and events👨💻 #CodeNewbie #Programming #Coding #TechTwitter #LearnToCode #100DaysOfCode #SoftwareEngineering #JavaScript #AdvancedJS #DEVCommunity
Day 2 of 40 🚀. Did very little coding today cause I couldn't access Google's colab GPU. I don't know if it's a network issue. Learnt on layer freezing of layers in tensor flow and why we freeze layers. #40daysofcode #imageclassification #ai
Today, I will begin a 40-day challenge of building in the open. I would be sharing my progress in my tech journey(AI/ML and arduino) daily. Follow along & let’s geek out together! #40daysofcode #arduino #AI
Day 30 of #40DaysOfCode: Into advanced DOM👨💻 #CodeNewbie #Programming #Coding #TechTwitter #LearnToCode #100DaysOfCode #SoftwareEngineering #JavaScript #AdvancedJS #DEVCommunity
