IBM Journey to AI blog

SEPTEMBER 19, 2023

Overview: Data science vs data analytics Think of data science as the overarching umbrella that covers a wide range of tasks performed to find patterns in large datasets, structure data for use, train machine learning models and develop artificial intelligence (AI) applications.

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ODSC - Open Data Science

FEBRUARY 2, 2023

Analytics and Data Analysis Coming in as the 4th most sought-after skill is data analytics, as many data scientists will be expected to do some analysis in their careers. This doesn’t mean anything too complicated, but could range from basic Excel work to more advanced reporting to be used for data visualization later on.

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ODSC - Open Data Science

JULY 7, 2023

Writing about the potential impact of AI and LLMs in 2023 is asking for trouble. Even if we assume that the reality will fall somewhere between the two extremes, certainly in the medium term, the impact of generative AI on jobs across many sectors will be profound. Less has been said about data professionals themselves.

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ODSC - Open Data Science

FEBRUARY 20, 2023

With this pass, you’ll be able to start your machine learning journey today with on-demand sessions on our Ai+ Training platform. We’ll also have a series of introductory sessions on AI literacy, intros to programming, etc. You can also get data science training on-demand wherever you are with our Ai+ Training platform.

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Pickl AI

MARCH 20, 2024

Aspiring Data Scientists must equip themselves with a diverse skill set encompassing technical expertise, analytical prowess, and domain knowledge. Whether you’re venturing into machine learning, predictive analytics, or data visualization, honing the following top Data Science skills is essential for success.

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ODSC - Open Data Science

AUGUST 17, 2023

To kick your learning journey off, we’re giving Mini-Bootcamp attendees access to some of our most popular on-demand introductory courses on the Ai+ Training Platform. As part of the pass you’ll have access to hundreds of hours of expert-led, on-demand training sessions and workshops on the Ai+ Training platform for a full year.

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ODSC - Open Data Science

MARCH 2, 2023

Without basic foundational skills, your data science journey will end as quickly as it begins. Between foundational mathematics and AI literacy and more, these are the five pillars and skills that you should know if you want to make the most of your data science journey. But what makes AI so important?

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ODSC - Open Data Science

SEPTEMBER 20, 2023

Monday’s sessions will cover a wide range of topics, from Generative AI and LLMs to MLOps and Data Visualization. This day will have a strong focus on intermediate content, as well as several sessions appropriate for data practitioners at all levels. However, it will be the first day of ODSC Keynotes and expert-led talks.

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ODSC - Open Data Science

APRIL 3, 2023

As you’ll see below, however, a growing number of data analytics platforms, skills, and frameworks have altered the traditional view of what a data analyst is. Data Presentation: Communication Skills, Data Visualization Any good data analyst can go beyond just number crunching.

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ODSC - Open Data Science

APRIL 6, 2023

March 14, 2023: ODSC East Bootcamp Warmup: SQL Primer Course April 6, 2023: ODSC East Bootcamp Warmup: Programming Primer Course with Python April 26, 2023: ODSC East Bootcamp Warmup: AI Primer Course And during ODSC East this May 9th-11th, you can check out these bootcamp-exclusive sessions: An Introduction to Data Wrangling with SQL Programming with (..)

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Pickl AI

JUNE 21, 2023

Enroll in data science courses or bootcamps: Participating in structured data science programs specifically designed for non-technical backgrounds can provide you with a comprehensive understanding of the field. Look for programs that cover topics such as machine learning, data visualization, and predictive modeling.

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IBM Journey to AI blog

DECEMBER 16, 2022

Let’s look at five benefits of an enterprise data catalog and how they make Alex’s workflow more efficient and her data-driven analysis more informed and relevant. A data catalog replaces tedious request and data-wrangling processes with a fast and seamless user experience to manage and access data products.

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Pickl AI

JULY 18, 2023

Making data-driven decisions: Data science empowers you to make informed decisions by analyzing and interpreting data. Addressing real-world problems: Data science enables you to tackle real-world challenges across diverse domains, such as healthcare, finance, marketing, and social sciences.

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Pickl AI

AUGUST 21, 2023

Key Takeaways: Data Science is a multidisciplinary field bridging statistics, mathematics, and computer science to extract insights from data. The roadmap to becoming a Data Scientist involves mastering programming, statistics, machine learning, data visualization, and domain knowledge. Shape your future with us!

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Cambridge Intelligence

NOVEMBER 19, 2024

Before joining Cambridge Intelligence, I spent five years developing full-stack AI and simulation solutions for the supply chain and defense industries. Graph visualization SDKs would have been a huge asset to those projects. To prove this, I built my own digital twin using the KeyLines graph visualization toolkit.

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Pickl AI

MARCH 18, 2024

Drag and drop data fields into the “Rows,” “Columns,” “Values,” and “Filters” sections of the PivotTable Fields list to organize and analyze your data. Ensure headers are clear and data types are formatted correctly (currency for “Sales Amount”).

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Pickl AI

JULY 10, 2023

Packages like stats, car, and survival are commonly used for statistical modeling and analysis. · Data Visualization : R offers several libraries, including ggplot2, plotly, and lattice, that allow for the creation of high-quality visualizations. that will help you enhance your efficacy and conduct data visualisations.

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Pickl AI

AUGUST 9, 2024

Data Cleaning and Transformation Techniques for preprocessing data to ensure quality and consistency, including handling missing values, outliers, and data type conversions. Students should learn about data wrangling and the importance of data quality.

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Pickl AI

JULY 20, 2023

Descriptive Analytics Projects: These projects focus on summarizing historical data to gain insights into past trends and patterns. Examples include generating reports, dashboards, and data visualizations to understand business performance, customer behavior, or operational efficiency.

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ODSC - Open Data Science

JANUARY 29, 2024

The role of prompt engineer has attracted massive interest ever since Business Insider released an article last spring titled “ AI ‘Prompt Engineer Jobs: $375k Salary, No Tech Backgrund Required.” While many of us dream of having a job in AI that doesn’t require knowing AI tools and skillsets, that’s not actually the case.

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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. ? BECOME a WRITER at MLearning.ai // invisible ML // 800+ AI tools Mlearning.ai

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Heartbeat

DECEMBER 27, 2023

The machine learning (ML) lifecycle defines steps to derive values to meet business objectives using ML and artificial intelligence (AI). Here are some details about these packages: jupyterlab is for model building and data exploration. matplotlib is for data visualization. missingno is for missing values visualization.

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ODSC - Open Data Science

MARCH 27, 2025

The Rise of Reasoning Models: Unlocking the Next Phase ofAI Reasoning models are redefining AI by enabling step-by-step problem-solving, not just text prediction. Building AI Skills in Your Engineering Team: A 2025 Guide to Upskilling withImpact AI is redefining engineeringpowering code generation, autonomous agents, and multimodal systems.

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