The latest articles on DEV Community by Kaustubh Verma (@kaustubh_verma_994). https://dev.to/kaustubh_verma_994 https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F4008911%2Fe094001f-b719-4218-b2c9-6c0f9b928f3c.png https://dev.to/kaustubh_verma_994 en Kaustubh Verma Tue, 21 Jul 2026 01:11:42 +0000 https://dev.to/kaustubh_verma_994/learning-machine-learning-3jfi https://dev.to/kaustubh_verma_994/learning-machine-learning-3jfi <p>One of the first questions you'll face is:</p> <p><strong>Which programming language should I learn?</strong></p> <p>I put together a guide comparing the most common programming languages used in Machine Learning and AI.</p> <p>📖 <a href="https://mlguidance.blogspot.com/2026/07/most-common-programming-languages-used.html" rel="noopener noreferrer">https://mlguidance.blogspot.com/2026/07/most-common-programming-languages-used.html</a></p> machinelearning coding programming datascience Kaustubh Verma Thu, 16 Jul 2026 21:05:00 +0000 https://dev.to/kaustubh_verma_994/why-your-machine-learning-model-fails-3fg9 https://dev.to/kaustubh_verma_994/why-your-machine-learning-model-fails-3fg9 <p>If your model performs poorly, check your data before changing the algorithm.</p> <p>Some possible reasons:</p> <ul> <li>Missing values</li> <li>Incorrect labels</li> <li>Imbalanced classes</li> <li>Duplicate samples</li> <li>Outliers</li> </ul> <p>Here's a practical explanation of each:<br> </p> <div class="crayons-card c-embed text-styles text-styles--secondary"> <div class="c-embed__content"> <div class="c-embed__cover"> <a href="https://mlguidance.blogspot.com/2026/07/what-are-data-issues-occurring-in.html" class="c-link align-middle" rel="noopener noreferrer"> <img alt="" src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fblogger.googleusercontent.com%2Fimg%2Fa%2FAVvXsEif2BMhyymZfRfO9bhMusjJD1KOYKk8JmmcxkwG7RWPHfsyqIknujePAW7Raw4MTuKNStufWLi7zKW_tZafDuHAStAXFoUL5LAOqMtdruXOuZpxRloIvYZ1jaBXgQZ2ua2P0cTrvryGxcSPFuxWkX4eo4TkPxJ10UK3OjHZL4RUsjgaDelhNfgbDP80J1CX%3Dw1200-h630-p-k-no-nu" height="399" class="m-0" width="760"> </a> </div> <div class="c-embed__body"> <h2 class="fs-xl lh-tight"> <a href="https://mlguidance.blogspot.com/2026/07/what-are-data-issues-occurring-in.html" rel="noopener noreferrer" class="c-link"> Machine Learning Guide: What are the Data Issues occurring in Machine Learning and how to handle them </a> </h2> <p class="truncate-at-3"> Discover the Techniques that can be applied when handling the Data issues occurring in Machine Learning </p> <div class="color-secondary fs-s flex items-center"> <img alt="favicon" class="c-embed__favicon m-0 mr-2 radius-0" src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fmlguidance.blogspot.com%2Ffavicon.ico" width="32" height="32"> mlguidance.blogspot.com </div> </div> </div> </div> machinelearning datascience dataissues ai Kaustubh Verma Fri, 03 Jul 2026 16:26:15 +0000 https://dev.to/kaustubh_verma_994/every-successful-ml-project-begins-with-understanding-the-data-master-exploratory-data-analysis-3ga5 https://dev.to/kaustubh_verma_994/every-successful-ml-project-begins-with-understanding-the-data-master-exploratory-data-analysis-3ga5 <div class="crayons-card c-embed text-styles text-styles--secondary"> <div class="c-embed__content"> <div class="c-embed__cover"> <a href="https://mlguidance.blogspot.com/2026/06/how-to-explore-data-for-analysis-in.html" class="c-link align-middle" rel="noopener noreferrer"> <img alt="" src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fblogger.googleusercontent.com%2Fimg%2Fa%2FAVvXsEhKl_ZrFpo-ZjYAsrHdiEUe5gk2xRGB58DvB5oPqQBKbnVb-L2sc3WYenWrGvmokWZL4QbERQ869DnY69Lb4vPFGqRGFiefmgTX2UgCxl3qeph_QKtq9niXntExpyCS2y9j-YEuz6pwD4Y-_ts6rqcLJNde8h3K14o7o3UPDoymvfXDXbuBBExhsWoLvpUw%3Dw1200-h630-p-k-no-nu" height="420" class="m-0" width="800"> </a> </div> <div class="c-embed__body"> <h2 class="fs-xl lh-tight"> <a href="https://mlguidance.blogspot.com/2026/06/how-to-explore-data-for-analysis-in.html" rel="noopener noreferrer" class="c-link"> Machine Learning Guide: How to Explore Data in Machine Learning </a> </h2> <p class="truncate-at-3"> Understand how to Explore the Data before building a Machine Learning Model </p> <div class="color-secondary fs-s flex items-center"> <img alt="favicon" class="c-embed__favicon m-0 mr-2 radius-0" src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fmlguidance.blogspot.com%2Ffavicon.ico" width="32" height="32"> mlguidance.blogspot.com </div> </div> </div> </div> machinelearning python eventdriven