Exploring the BTP Service Metadata with JavaScript - Part 3
Explore BTP Service Metadata using JavaScript, covering topics like functional programming, lambda functions, and data manipulation techniques for efficient metadata analysis and management.
MLOps Platforms From Zero - Databricks, MLFlow-MLRun-SKLearn
Comprehensive guide to building MLOps platforms using Databricks, AutoML, SKLearn, and AWS. Covers end-to-end process from project setup to model deployment, including CI/CD, experimentation, and containerization.
K-Means Clustering - Theory, Algorithm, Implementation, Scaling
Comprehensive exploration of k-means clustering, covering theory, implementation, and scaling techniques. Includes hands-on demonstrations and practical applications using cloud computing resources.
Data Science Your First Day
Learn essential data science skills: GitHub, Colab, data analysis, visualization, and CI/CD. Hands-on practice with real-world datasets and tools for efficient workflow and collaboration.
Tech Talk - Top Tuning Tips for Spark 3.0 and Delta Lake on Databricks
Learn top tuning tips for Apache Spark 3.0 and Delta Lake on Databricks. Discover optimal join strategies, machine sizing, merge operation speedups, and job simplification techniques for enhanced big data processing.
Introduction to Statistics in Data Science
Comprehensive introduction to key statistical concepts in data science, covering population, sampling, variables, measurement scales, and data visualization techniques.
Face Matching Application Using Deep Learning - End to End Implementation
Develop a Bollywood celebrity face matching application using deep learning, covering data collection, architecture design, environment setup, implementation stages, and web app creation.
Implementation of End to End Kaggle Machine Learning Project With Deployment
Comprehensive guide to implementing a machine learning project for car price prediction, covering data exploration, model fitting, and deployment on Heroku.
Building a Personalised Attrition Recommendation System
Comprehensive guide to building an attrition recommendation system, covering data analysis, predictive modeling, and strategy development to prevent employee churn and improve workforce retention.
Crash Course on Naive Bayes Classification
Comprehensive introduction to Naive Bayes classification, covering theory and practical applications through R coding examples, from probability basics to real-world predictive models.
High-Performing Data Scientist: Leveraging the Non-Technical Skills
Discover five key strategies for data scientists to excel beyond technical skills, focusing on business translation, relationship building, and controlling the data narrative to advance their careers.
The Behavioral Edge - Level Up Your Data Skills with Behavioral Science
Enhance data engineering with behavioral science insights. Learn to create tailored variables, understand behavior drivers, and apply causal analytics for more accurate predictions and effective actions.
Job Hunting for Data Analysts
Demystify the hiring process, improve your resume and cover letter, and maintain energy during job hunting. Learn strategies to stand out as a data analyst candidate.
Finding the Tallest Tree - Comparing Tree-Based Models
Explore various tree-based models in R, comparing decision trees, random forests, and boosted trees. Learn about different packages, their implementation, and evaluate models based on user-friendliness, accuracy, and speed.
Ace the Data Science Interview with Nick Singh
Learn strategies to excel in data science interviews, from landing interviews to acing technical questions and case studies. Gain insights on portfolio building, cold-emailing, and mastering various interview components.
Office 2021 Basics - Excel & PowerPoint
Master Excel and PowerPoint essentials: data manipulation, formulas, slide creation, formatting, and presentation enhancements. Boost productivity with practical skills for spreadsheets and impactful presentations.
Kubernetes Observability Stack - How to Use TOBS with Linode LKE
Learn to deploy and use TOBS (The Observability Stack) on Linode Kubernetes Engine, exploring key monitoring tools like Prometheus, Grafana, and TimescaleDB for enhanced cluster observability.
How to Use Spotify's API with Python - Write a Program to Display Artist, Tracks, and More
Learn to access Spotify's API with Python, create a project, obtain access tokens, and write functions to search for artists and tracks. Gain practical skills in API interaction and data manipulation.
Alteryx Advanced Training - Expert Course on Data Analysis Using Alteryx
Master advanced Alteryx techniques for data processing and analysis, including Calgary for large databases, cleaning, manipulation, and in-database operations. Enhance your skills with hands-on practice using downloadable files.
Learn SQL in 60 Minutes
Comprehensive SQL tutorial covering syntax, database operations, table management, data manipulation, querying, joins, and advanced concepts for beginners and intermediate learners.
AI & ML Workflows with Kubernetes
Explore strategies to accelerate and automate AI/ML workflows using Kubernetes, leveraging open-source tools like Jupyter Notebooks and TensorFlow for efficient development and deployment.