anshul rawat @anshulrawat060

Marked Day-63 of 120 days challenge: - Log Likelihood for different distribution - Log Likelihood for logistic regression - Binary tree (2-ques) - hyperparmeter tuning (ongoing) #MachineLearning #DataScience #SoftwareEngineering #LearnInPublic #Connect

Marked Day-62 of 120 days challenge: Main Highlights today: - Logistic Regression : Likelihood and maximum Likelihood - Hyperparameter tuning (bart model) - Binary Tree(revision) #MachineLearning #DataScience #learninginpublic #Connect #problemSolving

Marked Day-61 of 120 days challenge: Main Highlights today: - Logistic regression Log loss function(code) - Softmax function - Binary Tree - hyperparameter tuning summarization model (selection) #MachineLearning #LearnInPublic #DataScience #Connect

Marked Day-60 of 120 days challenge: Main Highlights today: - Sigmoid function (algorithm) - compared perceptron, sigmoid , log loss function performance - Bit Manipulation(3-ques) #MachineLearning #DataScience #100DaysOfCode #TwitterSpace #Connect

Marked Day-59 of 120 days challenge: Main Highlights: - Logistic regression : Perceptron method from scratch - Bit Manipulation (1-ques) - Solved LC contest (1-ques) #MachineLearning #DataScience #100DaysofAI #Connect

Marked Day-58 of 120 days challenge: Main Highlights todays: - Perceptron concept - Multiclass classification - Bit Manipulation (2-ques) - 2 LC biweekly contest ques #MachineLearning #DataScience #Connect #leetcode

Marked Day-57 of 120 days challenge: Main Highlights: - Intuition : bernoulli , multinomial, out of core Naive Bayes - Logistic regression : sigmoid function - Bit manipulation (2-ques) - Multiprocessing in request (API) #MachineLearning #DataScience #100daysofcoding

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Marked Day 56 of 120-days challenge: Main Highlights today: - Bernoulli, Categorical, Multinomial distributions - Categorical Naive Bayes - Bit Manipulation (concepts + tricks) #MachineLearning #DataScience #TwitterSpace #Connect

Completed Day 54-55 of 120 days challenge: Main Highlights: - Log probability, Laplace addition - Types of Naive Bayes - Bit-manipulation revision - Data - Fetching API project (modification) #MachineLearning #DataScience #ProblemSolving #100DaysOfCode

Marked Day 53 of 120 days challenge: Main Highlights: - Naive Bayes (mathematical formulation) - Naive Bayes (implementation) - Almost Completed with API project #MachineLearning #DataScience #100daysofcoding #twitterspace

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Marked Day-52 of 120 days challenge: Main Highlights today: - condition probability - Bayes theorem - sliding window(1-ques) + 1 leetcode contest ques #MachineLearning #DataScience #100daysofcoding #Connect

Marked Day 51 of 120-days challenge: Main Highlights today: - Random Variable and PDF. - Sliding window (2-ques) - build custom data fetching API #TwitterSpace #MachineLearning #DataScience #100daysofcoding #Connect

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Marked Day 50 of 120-days challenge in #twitterSpace: Main Highlights today: - Different cross validation methods - probability revision - sliding window (3 - ques) #MachineLearning #DataScience #100daysofcoding #Connect #LearninPublic

Marked Day 49 of 120-days challenge in #twitterSpace: Main Highlights today: - hyperparameter tuning - GridSearchCV and RandomSearchCv - Sliding window (2-ques) #MachineLearning #DataScience #100daysofcoding #SoftwareEngineer #Connect

Marked Day-48 of 120 days challenge in #twitterSpace: Main Highlights today: - K-Fold variants - Data Leakage - Sliding window(4-ques) #machineLearning #DataScience #100DaysOfCode #ProblemSolving #Connect

Marked Day-47 of 120-days challenge in #twitterspace: Main Highlights Today: - Cross Validation Score and Types - Sliding window revision (2-ques) #machineLearning #DataScience #100daysofcode #problemSolving #Connect

Marked Day-46 of 120 days challenge in #TwitterSpace: Main highlights today: - Model Evaluation : confusion matrix - ROC curve and score - Math's (segmented sieve) #MachineLearning #DataScience #LearnInPublic #Connect

Marked Day-45 of 120 days challenge in #twitterspace : Main Highlights today: - Types of PCA - Math's (1-coding ques) - Leetcode contest (2-ques solved) #MachineLearning #DataScience #problemSolving #LearnInPublic #Connect

Marked Day-44 of 120 days challenge in #twitterspace : Main Highlights today: - SVD on new dataset - Matrix visual interpretations - math's (2-coding ques) #MachineLearning #DataScience #problemSolving #100DaysOfCode

Marked Day 43 of 120 days challenge in #TwitterSpace : Main highlights today: - Singular Value Decomposition - Maths (2-coding ques) - Recommender system project #MachineLearning #DataScience #LearnInPublic #ProblemSolving #Connect