ODSC - Open Data Science

AUGUST 15, 2023

Build Classification and Regression Models with Spark on AWS Suman Debnath | Principal Developer Advocate, Data Engineering | Amazon Web Services This immersive session will cover optimizing PySpark and best practices for Spark MLlib. Free and paid passes are available now–register here.

Machine Learning 52

Machine Learning Machine Learning Data Science Data Scientist 52

ODSC - Open Data Science

APRIL 3, 2023

Skills like effective verbal and written communication will help back up the numbers, while data visualization (specific frameworks in the next section) can help you tell a complete story. Data Wrangling: Data Quality, ETL, Databases, Big Data The modern data analyst is expected to be able to source and retrieve their own data for analysis.

Analytics 52

Analytics Analytics Data Analyst Data Science 52

Pickl AI

MAY 17, 2023

Steps to Become a Data Scientist If you want to pursue a Data Science course after 10th, you need to ensure that you are aware the steps that can help you become a Data Scientist. Learn working with Big Data: In order to become Data Scientist, working with large datasets is a given.

Data Scientist 52

Data Scientist Data Science Data Wrangling SQL 52

Becoming Human

MAY 15, 2023

There is a position called Data Analyst whose work is to analyze the historical data, and from that, they will derive some KPI s (Key Performance Indicators) for making any further calls. For Data Analysis you can focus on such topics as Feature Engineering , Data Wrangling , and EDA which is also known as Exploratory Data Analysis.

Data Science 75

Data Science Machine Learning Machine Learning Database 75

Pickl AI

JUNE 7, 2024

Summary: Choosing the right ETL tool is crucial for seamless data integration. Top contenders like Apache Airflow and AWS Glue offer unique features, empowering businesses with efficient workflows, high data quality, and informed decision-making capabilities. AWS Glue AWS Glue is Amazon’s serverless ETL tool.

ETL 40

ETL Data Quality Data Pipeline Data Warehouse 40

ODSC - Open Data Science

JANUARY 18, 2024

Data scientists typically have strong skills in areas such as Python, R, statistics, machine learning, and data analysis. Believe it or not, these skills are valuable in data engineering for data wrangling, model deployment, and understanding data pipelines. Learn more about the cloud.

Data Engineering 52

Data Engineering Data Engineering Data Engineer Data Engineering 52

Mlearning.ai

JULY 9, 2023

Goal The objective of this post is to demonstrate how Polars performance is much better than other open-source libraries in a variety of data analysis tasks, such as data cleaning, data wrangling, and data visualization. ? Contributions welcome ! ?Acknowledgments

Data Analysis 52

Data Analysis Data Analysis Python Data Scientist 52

ODSC - Open Data Science

JANUARY 29, 2024

Python boasts a vast ecosystem of libraries like TensorFlow, PyTorch, Pandas, NumPy, and Scikit-learn, empowering prompt engineers to handle data wrangling and analysis seamlessly. You may be expected to use other cloud platforms like AWS, GCP, and others, so don’t neglect them and at least be vaguely familiar with how they work.

Data Science 52

Data Science Machine Learning Machine Learning Natural Language Processing 52

Pickl AI

JULY 20, 2023

Here are some project ideas suitable for students interested in big data analytics with Python: 1. Kaggle datasets) and use Python’s Pandas library to perform data cleaning, data wrangling, and exploratory data analysis (EDA). Analyzing Large Datasets: Choose a large dataset from public sources (e.g.,

Analytics 40

Analytics Analytics Big Data Big Data 40

Pickl AI

NOVEMBER 21, 2024

Python offers rich libraries like Pandas and TensorFlow for Data Wrangling , Machine Learning , and Web-Based Applications. Cloud platforms like AWS and Google Cloud also integrate powerful tools for handling multi-language environments, enabling collaboration and data sharing at scale.

Python 52

Python Cloud Computing Machine Learning Machine Learning 52

The MLOps Blog

OCTOBER 20, 2023

Example template for an exploratory notebook | Source: Author How to organize code in Jupyter notebook For exploratory tasks, the code to produce SQL queries, pandas data wrangling, or create plots is not important for readers. You can check the different Markdown syntax options in Markdown Cells — Jupyter Notebook 6.5.2 documentation.

SQL 52

SQL Database Data Scientist Python 52

Heartbeat

DECEMBER 27, 2023

Numerous platforms can host our Python containerized application, such as Heroku , PythonAnywhere , Platform.sh , Google App Engine , Digitalocean app platform , and AWS Elastic Beanstalk. ', port = port) Our flask app — app.py With Docker enabling containerization of our app, we can move our application to any cloud provider.

Machine Learning 52

Machine Learning Machine Learning Python ML 52

Pickl AI

MAY 15, 2024

Data Analyst to Data Scientist: Level-up Your Data Science Career The ever-evolving field of Data Science is witnessing an explosion of data volume and complexity. Familiarize yourself with their services for data storage, processing, and model deployment.

Data Analyst 52

Data Analyst Data Scientist Data Science Machine Learning 52

AWS Machine Learning Blog

MARCH 27, 2025

Amazon SageMaker Canvas is a low-code no-code (LCNC) ML platform that guides users through every stage of the ML journey, from initial data preparation to final model deployment. Without writing a single line of code, users can explore datasets, transform data, build models, and generate predictions.

Python 71

Python Machine Learning Machine Learning ML 71

ODSC - Open Data Science

MARCH 18, 2025

With over 30 years in techincluding key roles at Hugging Face, AWS, and as a startup CTOhe brings unparalleled expertise in cloud computing and machine learning. As the author of *Hands-On Data Analysis with Pandas* (now in its second edition), she is a recognized expert in making data actionable.

Data Science 64

Data Science Machine Learning Machine Learning Data Scientist 64