Published inPython in Plain English·19 hours agoMember-onlyCreate a Simple Character Counter Using PythonIt’s always a good idea to learn as much about Python as possible, so I decided to embark upon a letter counter mini-project to improve my coding skills. In this mini-project, the user will be asked to enter a message and then the character that he would like to count…Python Programming3 min readPython Programming3 min read
Published inMLearning.ai·1 day agoMember-onlyHow I used feature selection to predict on the price of diamondsI may have written about the Diamonds dataset in the past, but it has appeared in a Kaggle community competition, so I thought I would enter the competition and use some new techniques in an attempt to improve my score on the leaderboard. The link to the community competition can…Machine Learning7 min readMachine Learning7 min read
3 days agoMember-onlyHow to select the best activation function, optimizer and loss function for your deep learning problemI have been studying Tensorflow for a few months now, and one thing that I have learned is that there are a number of parameters the model must be set to before it will work properly. To avoid confusion, I have decided to put together a piece on what I…TensorFlow5 min readTensorFlow5 min read
Published inMLearning.ai·3 days agoMember-onlyUse a recurrent neural network to perform sentiment analysis on a Kaggle community competitionI have decided to refresh my skills in natural language processing(NLP), using Tensorflow. I have worked for a couple of days on a Kaggle community competition on sentiment analysis. I have had difficulties on this competition namely because the training process is so long. I also had to find out…Natural Language Process6 min readNatural Language Process6 min read
4 days agoMember-onlyInterview question: Delete repeated elements in an integer arrayIn the last blog post I made concerning Python interview questions, I discussed how to get matching elements of an integer array. That blog post can be read here:- https://medium.com/@tracyrenee61/interview-question-get-matching-elements-of-an-integer-array-5be7f5be89d4 In this blog post, I intend to modify the algorithm used above to delete repeated elements in an array. The…Python Programming2 min readPython Programming2 min read
5 days agoMember-onlyInterview question: Get matching elements of an integer arrayA person who is going to go on a coding interview is going to no doubt be asked coding questions, for which he is going to have to solve at the interview. The interview question discussed in this blog post is how to get matching elements of an integer array. …Python Programming2 min readPython Programming2 min read
6 days agoMember-onlyInterview question: Search missing number in an array that contains integers from 0 to 20When going on a Python developer interview, it is quite likely that you are going to be asked to create a few algorithms to solve common problems in the language. In this blog post, I intend to solve the problem of searching for a missing number in an array that…Python Programming2 min readPython Programming2 min read
May 22Member-onlyInterview question: Print first character of a string that is not repeatedWhen a person goes to a coding interview, he is likely to be asked to solve coding problems regarding strings. One question that some may find difficult to solve is the question of printing the first character of a string that is not repeated. The psuedocode for solving this problem…Python Programming2 min readPython Programming2 min read
Published inMLearning.ai·May 21Member-onlyAchieve a top score on Kaggle’s Regression Rumble community competitionI really like entering Kaggle competitions because they help me to improve my machine learning skills. The most recent community competition was a Regression Rumble, and the task was to identify mysterious columns to identify the relationship between features and predictions. I have created the program using Kaggle’s free…Kaggle5 min readKaggle5 min read
Published inMLearning.ai·May 20Member-onlyCreate a neural network with Tensorflow to make predictions on flat pricesThere are several datasets available to predict prices on house prices, but I have found a dataset where flat prices are predicted on. This dataset is on a Kaggle community competition, and the link to it is here:- https://www.kaggle.com/competitions/itmo-spbu-flat-price-prediction-2023-1 I decided to use Tensorflow’s sequential neural network to enter this…Machine Learning5 min readMachine Learning5 min read