KDnuggets

JUNE 17, 2025

She holds a Masters degree in Computer Science from the University of Liverpool. With features like summaries, mind maps, audio overviews, and Q&A, you can explore the topic in different ways. Jayita Gulati is a machine learning enthusiast and technical writer driven by her passion for building machine learning models.

198

198

Hacker News

NOVEMBER 19, 2024

Here are a few of the things that you might do as an AI Engineer at TigerEye: - Design, develop, and validate statistical models to explain past behavior and to predict future behavior of our customers’ sales teams - Own training, integration, deployment, versioning, and monitoring of ML components - Improve TigerEye’s existing metrics collection and (..)

Computer Science 152

Computer Science Computer Science ML ML 152

Flipboard

FEBRUARY 13, 2025

This popular online learning platform offers up a wide range of online courses covering useful topics like Python , AI , communication, and much more. TL;DR: A large selection of online courses from Stanford University are available to take for free on edX. Ever heard of edX?

Database 145

Database SQL Computer Science Computer Science 145

Dataconomy

JUNE 12, 2025

Technical skills Proficiency in programming languages: Familiarity with languages like C#, Java, Python, R, Ruby, Scala, and SQL is essential for building data solutions. Education and experience Most data engineers hold degrees in applied mathematics, computer science, or engineering.

Data Engineering 91

Data Engineering Data Engineering Data Engineer Data Engineering 91

Flipboard

MARCH 25, 2025

JavaScript and Python code act as the interface between the web framework, Amazon Bedrock, and the database. The solution presented in this post assumes that an organization has an Aurora PostgreSQL database. We create a web application framework using Flask for the user to interact with the database.

Natural Language Processing 165

Natural Language Processing Database Python AI 165

AWS Machine Learning Blog

AUGUST 30, 2024

In this post, we provide an overview of the Meta Llama 3 models available on AWS at the time of writing, and share best practices on developing Text-to-SQL use cases using Meta Llama 3 models. Meta Llama 3’s capabilities enhance accuracy and efficiency in understanding and generating SQL queries from natural language inputs.

SQL 83

SQL AWS Database AI 83

Dataconomy

JULY 24, 2023

To put it another way, a data scientist turns raw data into meaningful information using various techniques and theories drawn from many fields within the broad areas of mathematics, statistics, information science, and computer science. Machine learning Machine learning is a key part of data science.

Data Scientist 172

Data Scientist Data Science Data Analyst Machine Learning 172

ODSC - Open Data Science

FEBRUARY 2, 2023

Just as a writer needs to know core skills like sentence structure, grammar, and so on, data scientists at all levels should know core data science skills like programming, computer science, algorithms, and so on. While knowing Python, R, and SQL are expected, you’ll need to go beyond that.

Data Science 98

Data Science Data Scientist Computer Science Computer Science 98

Smart Data Collective

APRIL 14, 2020

Nine out of ten use Python or R and about 80% of the cohort holds at least a Master’s degree. However, no single degree can prepare a person for a real job in data science. 74% of the cohort uses Python, 56% are proficient in R, and 51% have good command of SQL. years of overall work experience to become a data scientist.

Data Scientist 114

Data Scientist Data Science SQL Python 114

Pickl AI

JUNE 5, 2025

Below are the essential core skills that aspiring and practicing data scientists need to excel in India’s competitive job market: Programming Languages: Proficiency in Python and R is essential. SQL remains crucial for database querying, especially given India’s large IT services ecosystem. Is 3 Months Enough For Data Science?

Data Scientist 52

Data Scientist Data Science Power BI Machine Learning 52

Data Science Dojo

JULY 3, 2024

Data science bootcamps are intensive short-term educational programs designed to equip individuals with the skills needed to enter or advance in the field of data science. They cover a wide range of topics, ranging from Python, R, and statistics to machine learning and data visualization.

Data Science 150

Data Science Machine Learning Machine Learning Data Visualization 150

Pickl AI

JULY 18, 2023

With technological developments occurring rapidly within the world, Computer Science and Data Science are increasingly becoming the most demanding career choices. Moreover, with the oozing opportunities in Data Science job roles, transitioning your career from Computer Science to Data Science can be quite interesting.

Computer Science 52

Computer Science Computer Science Data Science Machine Learning 52

AWS Machine Learning Blog

MARCH 8, 2023

california_housing.columns[-1]: create_table_sql = create_table_sql + ",n" else: create_table_sql = create_table_sql + ")" # execute the SQL statement to create the table print(f"create_table_sql={create_table_sql}") conn.cursor().execute(create_table_sql) A Python script to connect to Secrets Manager to retrieve Snowflake credentials.

ML 130

ML ML AWS Python 130

Pickl AI

DECEMBER 25, 2024

Descriptive analytics is a fundamental method that summarizes past data using tools like Excel or SQL to generate reports. Data Science is an interdisciplinary field that focuses on extracting knowledge and insights from structured and unstructured data. Data Scientists require a robust technical foundation.

Data Science 52

Data Science Analytics Analytics Data Scientist 52

Smart Data Collective

NOVEMBER 8, 2020

Data engineering primarily revolves around two coding languages, Python and Scala. You should learn how to write Python scripts and create software. As such, you should find good learning courses to understand the basics or advance your knowledge of Python. As such, you should begin by learning the basics of SQL.

Data Engineering 104

Data Engineering Data Engineering Data Engineer Data Engineering 104

Data Science 101

MAY 6, 2019

I think in physics one of the things that attracted me most to the field that I studied, which was particle physics, was the ability to leverage computer science mathematical modeling and data visualization to solve big questions. He asks, “How important is SQL in comparison to Python in 2019?”.

Data Wrangling 98

Data Wrangling Data Scientist SQL Data Science 98

Smart Data Collective

OCTOBER 11, 2021

Some employers will specifically look for candidates to have a four-year degree in computer science, data science, software engineering, or a related field. It’s not strictly necessary to have a bachelor’s degree to begin working in data engineering, but it certainly helps.

Data Engineering 132

Data Engineering Data Engineering Data Engineer Data Engineering 132

ODSC - Open Data Science

FEBRUARY 17, 2023

Data Science Fundamentals Going beyond knowing machine learning as a core skill, knowing programming and computer science basics will show that you have a solid foundation in the field. Computer science, math, statistics, programming, and software development are all skills required in NLP projects.

Data Science 111

Data Science Deep Learning Deep Learning Natural Language Processing 111

AWS Machine Learning Blog

SEPTEMBER 19, 2023

Technical challenges with multi-modal data further include the complexity of integrating and modeling different data types, the difficulty of combining data from multiple modalities (text, images, audio, video), and the need for advanced computer science skills and sophisticated analysis tools.

AWS 129

AWS AI AI ML 129

Flipboard

NOVEMBER 24, 2023

This use case highlights how large language models (LLMs) are able to become a translator between human languages (English, Spanish, Arabic, and more) and machine interpretable languages (Python, Java, Scala, SQL, and so on) along with sophisticated internal reasoning.

Database 157

Database AWS ETL SQL 157

AWS Machine Learning Blog

APRIL 28, 2025

script with an argparse arg adding two gpus GT tool: terminal LLM output tool: terminal Pred args: ['python run.py gpus 2'] Ground truth pattern: python(3?) She has a strong background in computer vision, machine learning, and AI for healthcare. gpus 2 Arg matching method: regex match Arg matching score: 1.0

AWS 97

AWS AI AI Computer Science 97

O'Reilly Media

APRIL 8, 2025

Nevertheless, if were honest about the skills we expect of a junior developer, this list shows roughly what wed expect, not five years experience writing SQL. Theyre a way of telling a computer what to do. But theyre a necessity. Within limits, programming languages are all similar.

Algorithm 101

Algorithm Computer Science Computer Science AI 101

Smart Data Collective

MARCH 27, 2023

Proficiency in various programming languages, such as Python, R, and SQL, empowers individuals to efficiently manipulate and visualize data, thus enhancing the decision-making process for businesses.

Data Analyst 119

Data Analyst Data Science Data Scientist Natural Language Processing 119

Pickl AI

APRIL 21, 2025

Data Science extracts insights and builds predictive models from processed data. Data Science uses Python, R, and machine learning frameworks. Exploring the Ocean If Big Data is the ocean, Data Science is the multifaceted discipline of extracting knowledge and insights from data, whether it’s big or small.

Big Data 52

Big Data Big Data Data Science Machine Learning 52

Pickl AI

JULY 25, 2023

With expertise in programming languages like Python , Java , SQL, and knowledge of big data technologies like Hadoop and Spark, data engineers optimize pipelines for data scientists and analysts to access valuable insights efficiently. Excel, Tableau, Power BI, SQL Server, MySQL, Google Analytics, etc.

Data Engineering 52

Data Engineering Data Engineering Data Engineer Data Engineering 52

Flipboard

AUGUST 17, 2023

Amazon Redshift uses SQL to analyze structured and semi-structured data across data warehouses, operational databases, and data lakes, using AWS-designed hardware and ML to deliver the best price-performance at any scale. If you are prompted to choose a kernel, choose Data Science as the image and Python 3 as the kernel, then choose Select.

ML 123

ML ML AWS Data Warehouse 123

Mlearning.ai

APRIL 24, 2023

Learning about the framework of a service cloud platform is time consuming and frustrating because there is a lot of new information from many different computing fields (computer science/database, software engineering/developers, data science/scientific engineering & computing/research).

Azure 52

Azure SQL Database Python 52

Pickl AI

FEBRUARY 28, 2023

Significantly, Data Science experts have a strong foundation in mathematics, statistics, and computer science. Furthermore, they must be highly efficient in programming languages like Python or R and have data visualization tools and database expertise. Who is a Data Analyst? in manipulating and analysing the data.

Data Analyst 52

Data Analyst Data Scientist Data Science Computer Science 52

Pickl AI

JANUARY 22, 2025

Summary: This article highlights the ten most popular programming languages in 2025, including Python, Java, and JavaScript. Each language is examined for its features and applications, showcasing their importance in various fields like web development, Data Science, and mobile app creation.

Data Science 52

Data Science Python SQL Cloud Computing 52

Dataconomy

JULY 25, 2023

Data science can be understood as a multidisciplinary approach to extracting knowledge and actionable insights from structured and unstructured data. It combines techniques from mathematics, statistics, computer science, and domain expertise to analyze data, draw conclusions, and forecast future trends.

Data Science 91

Data Science Data Scientist Machine Learning Machine Learning 91

Mlearning.ai

MAY 23, 2023

Mathematics for Machine Learning and Data Science Specialization Proficiency in Programming Data scientists need to be skilled in programming languages commonly used in data science, such as Python or R. Familiarity with libraries like pandas, NumPy, and SQL for data handling is important. in these fields.

Data Science 52

Data Science Data Scientist Machine Learning Machine Learning 52

Mlearning.ai

FEBRUARY 7, 2023

It can write, explain, and correct code in many major programming languages (such as Python and JavaScript), data formats (such as HTML, JSON, XML, and CSV) and other structured languages like SQL. There are probably only a few human beings who can directly pass medical, legal and business exams at this level.

Machine Learning 105

Machine Learning Machine Learning Python Computer Science 105

Dataconomy

MAY 2, 2023

What do machine learning engineers do: They analyze data and select appropriate algorithms Programming skills To excel in machine learning, one must have proficiency in programming languages such as Python, R, Java, and C++, as well as knowledge of statistics, probability theory, linear algebra, and calculus.

ML 110

ML ML Machine Learning Machine Learning 110

Pickl AI

MARCH 3, 2025

Key skills include SQL, data visualization, and business acumen. Essential skills include SQL, data visualization, and strong analytical abilities. Technical Skill Development Master SQL for database querying and manipulation. Learn programming languages like Python or R for advanced Data Analysis and automation.

Business Intelligence 52

Business Intelligence Business Intelligence Data Analyst Data Visualization 52

Pickl AI

JANUARY 13, 2025

Key Skills Proficiency in programming languages like Python and R. Proficiency in programming languages like Python and SQL. Proficiency in programming languages like Python or Java. Key Skills Proficiency in programming languages such as C++ or Python. Familiarity with SQL for database management.

AI 52

AI AI Machine Learning Machine Learning 52

Pickl AI

MAY 16, 2023

Python, Data Mining, Analytics and ML are one of the most preferred skills for a Data Scientist. For example, if you are a Data Scientist, then you should add keywords like Python, SQL, Machine Learning, Big Data and others. Expansive Hiring The IT and service sector is actively hiring Data Scientists. Wrapping it up !!!

Data Scientist 52

Data Scientist Data Science SQL Python 52

Dataconomy

SEPTEMBER 27, 2024

My journey began at NUST MISiS, where I studied Computer Science and Engineering. I studied hard and was a very active student, which made me eligible for an exchange program at Häme University of Applied Sciences (HAMK) in Finland. Your journey from a university student to a Product Analytics Team Lead is inspiring.

Analytics 113

Analytics Analytics Big Data Big Data 113