{"id":25949703,"url":"https://github.com/raditya1117/content-portfolio","last_synced_at":"2026-05-06T13:04:33.750Z","repository":{"id":280134196,"uuid":"941073923","full_name":"raditya1117/content-portfolio","owner":"raditya1117","description":"This repository contains documents containing links of my work.","archived":false,"fork":false,"pushed_at":"2025-03-01T15:57:41.000Z","size":10,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-03-01T16:28:39.450Z","etag":null,"topics":["data-science","git","github","machine-learning","machine-learning-algorithms","python"],"latest_commit_sha":null,"homepage":"","language":null,"has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/raditya1117.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2025-03-01T12:26:21.000Z","updated_at":"2025-03-01T15:57:45.000Z","dependencies_parsed_at":"2025-03-01T16:39:33.188Z","dependency_job_id":null,"html_url":"https://github.com/raditya1117/content-portfolio","commit_stats":null,"previous_names":["raditya1117/content_samples","raditya1117/content-portfolio"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/raditya1117%2Fcontent-portfolio","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/raditya1117%2Fcontent-portfolio/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/raditya1117%2Fcontent-portfolio/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/raditya1117%2Fcontent-portfolio/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/raditya1117","download_url":"https://codeload.github.com/raditya1117/content-portfolio/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":241847274,"owners_count":20030220,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["data-science","git","github","machine-learning","machine-learning-algorithms","python"],"created_at":"2025-03-04T12:28:48.111Z","updated_at":"2026-05-06T13:04:33.743Z","avatar_url":"https://github.com/raditya1117.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"This repository contains links to my works at different websites. Following are some of the articles on different topics that show my technical and writing skills. \n\n## Machine learning topics\n- [Linear Regression with scikit-learn: A Step-by-Step Guide Using Python](https://www.codecademy.com/article/linear-regression-with-scikit-learn-a-step-by-step-guide-using-python)\n- [What is One Hot Encoding and How to Implement it in Python?](https://www.codecademy.com/article/what-is-one-hot-encoding-and-how-to-implement-it-in-python)\n- [FP Growth Algorithm Explained With Numerical Example](https://codinginfinite.com/fp-growth-algorithm-explained-with-numerical-example/).\n- [KNN Classification From Scratch in Python](https://codinginfinite.com/knn-classification-from-scratch-in-python/).\n- [Hierarchical Clustering for Categorical and Mixed Data Types in Python](https://codinginfinite.com/hierarchical-clustering-for-categorical-and-mixed-data-types-in-python/).\n- [Polynomial Regression Using sklearn Module in Python](https://codinginfinite.com/polynomial-regression-using-sklearn-module-in-python/).\n- [Logistic Regression Using sklearn Module in Python](https://codinginfinite.com/logistic-regression-using-sklearn-module-in-python/).\n- [Machine-learning life-cycle management using MLflow](https://www.honeybadger.io/blog/machine-learning-lifecycle-management-using-mlflow/).\n\n## Generative AI topics\n\n- [How do Vision Transformers Work? Architecture Explained](https://www.codecademy.com/article/vision-transformers-working-architecture-explained)\n- [Using DeepEval for Large Language Model (LLM) Evaluation in Python](https://www.codecademy.com/article/using-deepeval-for-llm-evaluation-python)\n- [LLM Evaluation: Metrics, Benchmarks \u0026 Best Practices](https://www.codecademy.com/article/llm-evaluation-metrics-benchmarks-best-practices)\n- [Transformer Architecture Explained With Self-Attention Mechanism](https://www.codecademy.com/article/transformer-architecture-self-attention-mechanism)\n- [How to Build RAG Pipelines in AI Applications?](https://www.codecademy.com/article/build-rag-pipelines-in-ai-applications)\n- [What is Retrieval-Augmented Generation (RAG) in AI?](https://www.codecademy.com/article/retrieval-augmented-generation-in-ai)\n- [What is a Vector Database in AI? How They Work](https://www.codecademy.com/article/what-is-vector-database)\n- [What is n8n: Build AI Workflows with n8n](https://www.codecademy.com/article/build-ai-workflows-with-n8n)\n- [Setup and Fine-Tune Qwen 3 with Ollama](https://www.codecademy.com/article/qwen-3-ollama-setup-and-fine-tuning)\n- [Prompt Engineering vs Fine Tuning: When to Use Each](https://www.codecademy.com/article/prompt-engineering-vs-fine-tuning)\n- [Build an AI Travel Assistant With Google Agent Development Kit (ADK)](https://www.codecademy.com/article/build-an-ai-travel-assistant-with-google-agent-development-kit-adk)\n- [Prompt Engineering 101: Understanding Zero-Shot, One-Shot, and Few-Shot](https://www.codecademy.com/article/prompt-engineering-101-understanding-zero-shot-one-shot-and-few-shot)\n- [How to Use Model Context Protocol (MCP) with Claude](https://www.codecademy.com/article/how-to-use-model-context-protocol-mcp-with-claude-step-by-step-guide-with-examples)\n- [Building LangChain Agents for LLM Applications in Python](https://www.codecademy.com/article/building-langchain-agents-for-llm-applications-in-python)\n- [Fine-Tuning Large Language Models (LLMs) in Python](https://www.codecademy.com/article/fine-tuning-large-language-models-llms-in-python)\n- [Chain of thought (CoT) prompting](https://www.codecademy.com/article/chain-of-thought-cot-prompting).\n- [Getting Started with LangChain Prompt Templates](https://www.codecademy.com/article/getting-started-with-lang-chain-prompt-templates).\n- [Implementing Memory in LLM Applications Using LangChain](https://www.codecademy.com/article/implementing-memory-in-llm-applications-using-lang-chain).\n\n## Deep learning topics\n- [Stochastic Gradient Descent (SGD) Explained With Implementation in R](https://www.codecademy.com/article/stochastic-gradient-descent-sgd-explained-with-implementation-in-r)\n- [Rectified Linear Unit (ReLU) Function in Deep Learning](https://www.codecademy.com/article/rectified-linear-unit-relu-function-in-deep-learning)\n-  [Understanding Convolutional Neural Network (CNN) Architecture](https://www.codecademy.com/article/understanding-convolutional-neural-network-cnn-architecture)\n- [Understanding Neural Networks and Their Components](https://www.codecademy.com/article/understanding-neural-networks-and-their-components)\n- [Building a Neural Network Model Using TensorFlow](https://www.codecademy.com/article/building-a-neural-network-model-using-tensorflow)\n- [PyTorch vs TensorFlow: Choosing the Best Framework for Deep Learning ](https://www.codecademy.com/article/pytorch-vs-tensorflow-choosing-the-best-framework-for-deep-learning).\n\n## Python Articles\n- [Building command-line applications in Python](https://www.honeybadger.io/blog/building-command-line-applications-in-python-a-comprehensive-guide/).\n- [Beginners guide to software testing in Python](https://www.honeybadger.io/blog/beginners-guide-to-software-testing-in-python/).\n- [Machine-learning life-cycle management using MLflow](https://www.honeybadger.io/blog/machine-learning-lifecycle-management-using-mlflow/).\n- [INI vs. YAML: working with configuration files in Python](https://www.honeybadger.io/blog/python-ini-vs-yaml/).\n- [Pandas DataFrame Essentials: A Code-Driven Tutorial](https://avidpython.com/python-basics/pandas-dataframe-essentials-a-code-driven-tutorial/).\n- [Hands-on Statistics with NumPy in Python](https://www.codecademy.com/article/hands-on-statistics-with-numpy-in-python).\n- [The Zen Of Python Explained With Examples](https://www.codeconquest.com/blog/the-zen-of-python-explained-with-examples/).\n- [How to Process Excel Data in Python and Pandas](https://python.land/data-processing/process-excel-data-in-python-and-pandas).\n- [Queue Implementation in Python](https://www.delftstack.com/howto/python/queue-implementation-in-python/)\n- [Multiprocessing Queue in Python](https://www.delftstack.com/howto/python/python-multiprocessing-queue/)\n- [Socket Programming in Python: A Beginners Guide](https://www.delftstack.com/howto/python/socket-programming-in-python-a-beginners-guide/)\n- [Linked List in Python](https://www.delftstack.com/howto/python/linked-list-in-python/)\n- [Custom Colormap Using Python Matplotlib](https://www.delftstack.com/howto/matplotlib/custom-colormap-using-python-matplotlib/)\n- [How to Add Value Labels on Matplotlib Bar Chart](https://www.delftstack.com/howto/matplotlib/add-value-labels-on-matplotlib-bar-chart/)\n- [Callback function in Python](https://java2blog.com/python-callback-function/)\n\n## Data science topics\n- [What is Reinforcement Learning? With Examples](https://www.codecademy.com/article/what-is-reinforcement-learning-with-examples)\n- [Standard Normal Distribution Explained with Real-World Examples](https://www.codecademy.com/article/standard-normal-distribution-explained-with-real-world-examples)\n- [Differences Between Z-Test and T-Test](https://www.codecademy.com/article/differences-between-z-test-and-t-test).\n- [12 Bad Data Visualization Examples Explained](https://www.codeconquest.com/blog/12-bad-data-visualization-examples-explained/).\n- [Data Visualization Best Practices With Examples](https://www.codeconquest.com/blog/data-visualization-best-practices-with-examples/).\n- [Chart Junk: How to Avoid it?](https://www.codeconquest.com/blog/chart-junk-how-to-avoid-it/).\n- [Data-ink Ratio Explained With Example](https://www.codeconquest.com/blog/data-ink-ratio-explained-with-example/).\n- [Visualization Wheel by Alberto Cairo](https://www.codeconquest.com/blog/visualization-wheel-by-alberto-cairo/).\n\n## Databases\n- [First Normal Form (1NF) in DBMS](https://www.codecademy.com/article/first-normal-form-1nf-in-dbms)\n- [MongoDB Aggregation Pipelines: A Hands-on Tutorial ](https://www.codecademy.com/article/mongodb-aggregation-pipeline).\n- [MongoDB Aggregation Stages Explained](https://www.codecademy.com/article/mongodb-aggregation).\n- [Difference Between Left Join and Left Outer Join in SQL](https://www.codecademy.com/article/difference-between-left-join-and-left-outer-join-in-sql).\n\n## General Programming topics\n- [Kadane's Algorithm: Find Maximum Subarray Sum in an Array](https://www.codecademy.com/article/kadanes-algorithm-find-maximum-subarray-sum-in-an-array)\n- [FastAPI vs Flask: Key Differences, Performance, and Use Cases](https://www.codecademy.com/article/fastapi-vs-flask-key-differences-performance-and-use-cases)\n- [Effective Strategies For Debugging Code](https://www.codeconquest.com/blog/effective-strategies-for-debugging-code/).\n- [Code Refactoring Techniques Explained](https://www.codeconquest.com/blog/code-refactoring-techniques-explained/).\n- [Getting Started with GitHub Actions](https://www.codecademy.com/courses/learn-git/articles/getting-started-with-github-actions).\n- [Working With Template GitHub Repositories](https://www.codecademy.com/courses/learn-git/articles/working-with-template-github-repositories).\n\nTo have a look at the other articles written by me for different websites, you can have a look at the respective folders. To discuss more about my work and collaboration, kindly reach out to me through [my LinkedIn profile](https://linkedin.com/in/raditya1117/).\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fraditya1117%2Fcontent-portfolio","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fraditya1117%2Fcontent-portfolio","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fraditya1117%2Fcontent-portfolio/lists"}