Data Preparation Courses and Certifications

Alex the Analyst

AWS Glue and DataBrew - Data Integration and Preparation Essentials

Discover how to leverage AWS Glue and Glue DataBrew for efficient data preparation, transformation, and ETL workflows in AWS cloud environment, with hands-on demonstrations and practical examples.

• YouTube
• 46 minutes
• On-Demand
• Free Video

Data Scientist Career Guide and Interview Preparation

371 ratings at Coursera

Comprehensive guide for aspiring data scientists, covering job search strategies, resume building, interview preparation, and career development in the field of data science.

• Coursera
• 9 hours 14 minutes
• On-Demand
• Paid Course

Excel Skills for Business: Advanced

6221 ratings at Coursera

Develop advanced Excel skills for business, including spreadsheet design, complex formulas, data cleaning, financial functions, and professional dashboard creation.

• Coursera
• 1 day 57 minutes
• On-Demand
• Paid Course

Data Analyst Career Guide and Interview Preparation

262 ratings at Coursera

Prepárate para ser un candidato destacado en análisis de datos con técnicas prácticas para crear CV, portafolio, carta de presentación y pitch. Aprende a buscar empleos, prepararte para entrevistas y superar desafíos.

• Coursera
• 11 hours
• On-Demand
• Free Online Course (Audit)

Modelos predictivos con Machine Learning

32 reviews

En este curso conocerás los fundamentos del aprendizaje automático y como crear modelos de predicción, regresión y clasificación con ayuda de Python. Explorarás problemas de clasificación, regresión, series de tiempo, agrupamiento y sistemas expertos.

• edX
• 4 weeks, 6-8 hours a week
• On-Demand
• Free Online Course (Audit)

Data Science Interview Preparation Guide

134 ratings at Udemy

Interview questions and answers in data science, statistics, machine learning, deep learning, culture fit and SQL.

• Udemy
• 4 hours 1 minute
• On-Demand
• Paid Course

Samuel Chan

Data Visualization in Python - Altair Data Preparation Techniques

Explore data preparation techniques in Altair for effective visualization, including aggregation, binning, time unit transforms, and filtering to shape and analyze your data effectively.

• YouTube
• 1 hour 5 minutes
• On-Demand
• Free Video

Open Data Science

Scaling Data Preparation for Your Data-Centric AI Development

Explore scaling data preparation for AI development, covering DataOps, versioning, labeling, and automating workflows into robust pipelines for efficient ML operationalization.

• YouTube
• 26 minutes
• On-Demand
• Free Video

PASS Data Community Summit

Data Munging to Wrangling - 7 Steps to Mastering Data Preparation for Data Science

Discover essential techniques for data preparation in AI/ML projects. Learn to source, clean, and transform data effectively, enhancing the quality and predictive power of machine learning models.

• YouTube
• 1 hour 16 minutes
• On-Demand
• Conference Talk

Visual Studio Code

Streamlining Data Preparation with Pydantic - A 25-Minute Guide

Explore Pydantic's power in data validation and cleaning for Python projects. Learn to ensure consistency, handle missing values, and streamline data preparation in just 25 minutes.

• YouTube
• 27 minutes
• On-Demand
• Free Video

Databricks

Best Practices for Data Preparation in Generative AI Development

Explore data preparation techniques for generative AI, covering quality, diversity, labeling, preprocessing, and optimization. Gain practical insights for enhancing model performance and accuracy.

• YouTube
• 19 minutes
• On-Demand
• Free Video

AI Engineer

Text-to-Speech Data Preparation and Fine-tuning Workshop

Master text-to-speech model training using Sesame's CSM-1B by preparing data from YouTube videos, fine-tuning techniques, and evaluation methods in this hands-on workshop.

• YouTube
• 34 minutes
• On-Demand
• Free Video

AICamp

Hands-on Data-Centric AI: Data Preparation and Model Performance Optimization

Gain insights into data quality's impact on ML models, learn data profiling techniques, and discover frameworks for optimizing data assets to enhance model performance.

• YouTube
• 25 minutes
• On-Demand
• Free Video

Trelis Research

Whisper Data Preparation and Fine-Tuning with Unsloth

Master data preparation and fine-tuning techniques for Whisper speech recognition models using Unsloth, covering timestamped transcription, dataset creation, and performance evaluation.

• YouTube
• 41 minutes
• On-Demand
• Free Video

Data Engineering Career Guide and Interview Preparation

98 ratings at Coursera

Comprehensive guide for aspiring data engineers, covering career paths, job search strategies, resume building, interviewing techniques, and professional development opportunities in the field.

• Coursera
• 11 hours 21 minutes
• On-Demand
• Paid Course