Step-by-Step Machine Learning Project Implementation: EDA, Feature Engineering, Selection, and Model Training
Comprehensive guide to implementing a machine learning project, covering data cleaning, EDA, feature engineering, selection, model training, and hyperparameter tuning.
Send E-mails From Low-Code Python Apps
Learn to build a web app for sending bulk emails using WindmillDev and Brevo's REST API. Covers Python coding, Windmill UI creation, and API integration for efficient email automation.
The Future of Crypto - Breaking New Ground in Emerging Markets
Explore cryptocurrency adoption in emerging markets, focusing on Dash's efforts to provide financial solutions for the unbanked and facilitate daily transactions.
Interactive Brokers API and TradingView Charts in Python
Learn to integrate TradingView Lightweight Charts with Interactive Brokers API in Python. Build projects for data visualization, real-time updates, and automated trading with hands-on coding examples.
GPU-Acceleration for Pandas, NetworkX, and Apache Spark MLlib - Accelerating Data Science Tools
Discover GPU-accelerated data science tools for pandas, NetworkX, and Apache Spark MLlib. Learn about RAPIDS cuDF, accelerated data processing, and optimizing machine learning pipelines for enhanced performance and accessibility.
Building Powerful AI Apps with Copilot in Microsoft Fabric - BRK225
Explore Copilot in Microsoft Fabric to build AI apps, increase developer productivity, and empower data professionals. Learn to train custom ML models and bridge business intelligence with AI using Semantic Link.
Top 19 Excel Hacks of 2023 - Master Spreadsheets Like a Pro
Discover 19 powerful Excel techniques to enhance productivity, from data importing and cell manipulation to advanced functions, file management, and collaboration tools.
Python Data Science Day: Comprehensive Workshop on Data Analysis and AI Technologies
Explore cutting-edge Python data science topics with expert-led sessions on AI, machine learning, data analysis, and innovative tools. Gain practical insights and hands-on experience in this comprehensive event.
Serverless Data Pipelines in Rust - Rust Vienna Meetup
Explore building serverless data pipelines in Rust using DataFusion and object store, with deployment on AWS Lambda. Learn scalable techniques for complex pipelines in production environments.
Grow Your Mailing List with MailOptin - Plugin Review
Discover MailOptin, a powerful WordPress plugin for building and engaging your mailing list. Learn its unique features and how it can enhance your email marketing efforts.
Memwalker Advanced Tree Retrieval Without VectorDB - Python Implementation
Explore a Python implementation of Memwalker, an advanced tree retrieval system using GPT models for summarization and reasoning, without relying on embeddings or VectorDBs.
Productionizing Big Data - Stories from the Trenches
Uncover mysteries of data pipeline anomalies, learn approaches to fixing and preventing issues, and gain insights into handling real-world production challenges in big data and AdTech.
The Dynamic Mode Decomposition - A Data-Driven Algorithm for Complex Systems Analysis
Explore the Dynamic Mode Decomposition algorithm for analyzing complex systems, including its theory, applications, and implementation using PyDMD package in Python.
Make Your Data AI-Ready with Microsoft Fabric and Azure Databricks
Discover how Microsoft Fabric and Azure Databricks collaborate to create a comprehensive, AI-powered analytics solution for enterprises, enabling teams to transform data into a competitive advantage.
Data Analytics and Generative AI
Explore how generative AI revolutionizes data analytics, streamlining tasks, transforming workflows, and ensuring ethical practices. Gain practical insights and real-world applications for data professionals.
Becoming a Developer - Career Journey and Advice from Santosh Yadav
Insights from a senior software engineer on career development, overcoming challenges, and navigating the tech industry, with advice for aspiring developers.
Data Analytics and Generative AI: Streamlining Tasks and Transforming the Workforce
Explore how generative AI revolutionizes data analytics, streamlines tasks, and transforms the workforce. Learn practical applications using Python and Power BI with real-world examples.
Let's Play with Charmed Spark - Apache Spark on Kubernetes
Explore Apache Spark on Kubernetes using Charmed Spark. Learn to deploy, configure, and run Spark workloads, integrate with Kafka, and monitor jobs through hands-on demonstrations.
Building Developer Communities and Supporting New Tech Careers
Inspiring insights on transitioning into tech and building developer communities, drawn from years of experience helping newcomers navigate the industry.
Train and Track ML Models with MLflow in Microsoft Fabric
Explore MLflow integration in Microsoft Fabric for efficient machine learning model experimentation, tracking, and management using familiar notebook environments.
Activating Microsoft Fabric with Real-time Data for Analytics and AI
Explore real-time data streaming and integration for Microsoft Fabric, enabling advanced analytics and AI capabilities with Striim's new adapters for data warehouses and lakehouses.