IBM Journey to AI blog

SEPTEMBER 19, 2023

Though you may encounter the terms “data science” and “data analytics” being used interchangeably in conversations or online, they refer to two distinctly different concepts. Meanwhile, data analytics is the act of examining datasets to extract value and find answers to specific questions.

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ODSC - Open Data Science

MARCH 13, 2023

Machine learning practitioners are often working with data at the beginning and during the full stack of things, so they see a lot of workflow/pipeline development, data wrangling, and data preparation. What percentage of machine learning models developed in your organization get deployed to a production environment?

Machine Learning 94

Machine Learning Machine Learning Data Wrangling Data Science 94

Pickl AI

NOVEMBER 18, 2024

Choosing the right certification enhances career growth and opens doors to better opportunities in Data Analytics. Introduction The demand for skilled Data Analysts is surging as organisations increasingly rely on data-driven decisions. The global Data Analytics market, valued at USD 41.05

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Data Analyst SQL Python AWS 110

How to Learn Machine Learning

APRIL 26, 2025

Data can be generated from databases, sensors, social media platforms, APIs, logs, and web scraping. Data can be in structured (like tables in databases), semi-structured (like XML or JSON), or unstructured (like text, audio, and images) form. Deployment and Monitoring Once a model is built, it is moved to production.

Data Science 52

Data Science Data Analyst Data Scientist Machine Learning 52

ODSC - Open Data Science

MARCH 6, 2023

Primary Coding Language for Machine Learning Likely to the surprise of no one, python by far is the leading programming language for machine learning practitioners. For the last part of the first blog in this series, we asked about what areas of the field data scientists are interested in as part of the machine learning survey.

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Machine Learning Machine Learning Data Science Deep Learning 116

ODSC - Open Data Science

APRIL 3, 2023

As the sibling of data science, data analytics is still a hot field that garners significant interest. Companies have plenty of data at their disposal and are looking for people who can make sense of it and make deductions quickly and efficiently.

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Analytics Analytics Data Analyst Data Science 52

ODSC - Open Data Science

DECEMBER 7, 2023

This interactive session focused on showcasing the latest capabilities in Azure Machine Learning and answering attendees’ questions LLMs in Data Analytics: Can They Match Human Precision? This session gave attendees a hands-on experience to master the essential techniques.

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ODSC - Open Data Science

FEBRUARY 2, 2023

Being able to discover connections between variables and to make quick insights will allow any practitioner to make the most out of the data. 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.

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Pickl AI

MAY 31, 2023

Python is one of the widely used programming languages in the world having its own significance and benefits. Its efficacy may allow kids from a young age to learn Python and explore the field of Data Science. Some of the top Data Science courses for Kids with Python have been mentioned in this blog for you.

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Data Science Python Data Scientist Machine Learning 52

ODSC - Open Data Science

FEBRUARY 20, 2023

Here are a few other training sessions you can check out during the event: An Introduction to Data Wrangling with SQL: Sheamus McGovern | CEO and ML Engineer | ODSC Advanced Fraud Modeling & Anomaly Detection with Python & R: Aric LaBarr, PhD | Associate Professor of Analytics | Institute for Advanced Analytics at NC State University Machine (..)

Machine Learning 96

Machine Learning Machine Learning Data Science Python 96

Pickl AI

NOVEMBER 21, 2024

Summary: This article discusses the interoperability of Python, MATLAB, and R, emphasising their unique strengths in Data Science, Engineering, and Statistical Analysis. It highlights the importance of combining these languages for efficient workflows while addressing challenges such as data compatibility and performance bottlenecks.

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Python Cloud Computing Machine Learning Machine Learning 52

Dataconomy

MAY 16, 2023

Skills and qualifications required for the role To excel as a machine learning engineer, individuals need a combination of technical skills, analytical thinking, and problem-solving abilities. They work with raw data, transform it into a usable format, and apply various analytical techniques to extract actionable insights.

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Data Scientist ML ML Machine Learning 156

Pickl AI

JULY 20, 2023

Top 15 Data Analytics Projects in 2023 for Beginners to Experienced Levels: Data Analytics Projects allow aspirants in the field to display their proficiency to employers and acquire job roles. These may range from Data Analytics projects for beginners to experienced ones.

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Analytics Analytics Big Data Big Data 40

Pickl AI

APRIL 21, 2025

Key Takeaways Big Data focuses on collecting, storing, and managing massive datasets. Data Science extracts insights and builds predictive models from processed data. Big Data technologies include Hadoop, Spark, and NoSQL databases. Data Science uses Python, R, and machine learning frameworks.

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Big Data Big Data Data Science Machine Learning 52

ODSC - Open Data Science

APRIL 6, 2023

For budding data scientists and data analysts, there are mountains of information about why you should learn R over Python and the other way around. Though both are great to learn, what gets left out of the conversation is a simple yet powerful programming language that everyone in the data science world can agree on, SQL.

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SQL Data Scientist Database Data Science 98

Pickl AI

NOVEMBER 5, 2024

The global Data Science Platform Market was valued at $95.3 To meet this demand, free Data Science courses offer accessible entry points for learners worldwide. With these courses, anyone can develop essential skills in Python, Machine Learning, and Data Visualisation without financial barriers.

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Data Science Machine Learning Machine Learning Python 52

ODSC - Open Data Science

OCTOBER 26, 2023

ML Pros Deep-Dive into Machine Learning Techniques and MLOps with Microsoft LLMs in Data Analytics: Can They Match Human Precision? Primer courses include Data Primer SQL Primer Programming Primer with Python AI Primer Data Wrangling with Python LLMs, Gen AI, and Prompt Engineering Register for free here!

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Data Science Data Wrangling Machine Learning Machine Learning 52

Becoming Human

MAY 15, 2023

One is a scripting language such as Python, and the other is a Query language like SQL (Structured Query Language) for SQL Databases. Python is a High-level, Procedural, and object-oriented language; it is also a vast language itself, and covering the whole of Python is one the worst mistakes we can make in the data science journey.

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Data Science Machine Learning Machine Learning Database 75

Pickl AI

MARCH 20, 2024

This will also help you crack your Data Science interview with ease. Aspiring Data Scientists must equip themselves with a diverse skill set encompassing technical expertise, analytical prowess, and domain knowledge. These languages serve as powerful tools for data manipulation, analysis, and visualization.

Data Science 52

Data Science Data Scientist Data Wrangling Machine Learning 52

ODSC - Open Data Science

JANUARY 25, 2023

This new feature enables you to run large data wrangling operations efficiently, within Azure ML, by leveraging Azure Synapse Analytics to get access to an Apache Spark pool. The dashboard is integrated with Azure Machine Learning CLI v2, Azure Machine Learning Python SDK v2, and Azure Machine Learning studio.

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Machine Learning Machine Learning Azure ML 59

Pickl AI

JUNE 21, 2023

Learn programming languages and tools: While you may not have a technical background, acquiring programming skills is essential in data science. Start by learning Python or R, which are widely used in the field. Remember that transitioning into data science for non-technical background may take time and persistence.

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Data Scientist Data Science Computer Science Computer Science 52

Pickl AI

MAY 17, 2023

Following is the Data Science Roadmap that you need to know: Learn Data Wrangling, Data Visualisation and Reporting: For dealing with complex datasets you need to learn the skill of Data Wrangling which will help you clean, organise and transform data into an understandable format.

Data Scientist 52

Data Scientist Data Science Data Wrangling SQL 52

Pickl AI

APRIL 10, 2023

The importance of SQL for Data Analysts is identified within organisations for understanding complex datasets and managing large volumes of data. The starting range for a SQL Data Analyst is $61,128 per annum. How SQL Important in Data Analytics? Wrapping Up!

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Data Analyst SQL Data Analysis Data Analysis 52

Pickl AI

DECEMBER 4, 2024

Programming Skills Proficiency in programming languages like Python and R is crucial for data manipulation and analysis. Data Wrangling The process of cleaning and preparing raw data for analysis—often referred to as “ data wrangling “—is time-consuming and requires attention to detail.

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Data Science Data Scientist Machine Learning Machine Learning 52

Pickl AI

SEPTEMBER 24, 2024

This explosive growth translates to approximately 20,800 job openings for Data Scientists each year over the next decade. Companies across various industries recognise the importance of Data Analytics, leading to an insatiable need for professionals who can interpret and manage vast amounts of information.

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Data Science Data Scientist Machine Learning Machine Learning 52

ODSC - Open Data Science

MARCH 2, 2023

Without the ability to utilize data, create models, visualizations, algorithms, or anything else, you’re left without a story. But it’s not only the ability to work with data, it’s also about scaling your own abilities. Get your ODSC East 2023 Bootcamp ticket while tickets are 50% off!

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Data Science SQL Deep Learning Deep Learning 52

ODSC - Open Data Science

MARCH 3, 2023

At ODSC East 2023 , there will be a number of sessions as part of the machine & deep learning track that will cover the tools, strategies, platforms, and use cases you need to know to excel in the field.

Machine Learning 52

Machine Learning Machine Learning Algorithm Data Science 52

Pickl AI

AUGUST 9, 2024

Summary: A comprehensive Big Data syllabus encompasses foundational concepts, essential technologies, data collection and storage methods, processing and analysis techniques, and visualisation strategies. Velocity It indicates the speed at which data is generated and processed, necessitating real-time analytics capabilities.

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Big Data Big Data Big Data Analytics Big Data Analytics 52

Pickl AI

AUGUST 21, 2023

In a digital era fueled by data-driven decision-making, the role of a Data Scientist has become pivotal. With the 650% jump in the implementation of analytics, the role of Data Scientists is becoming profound. Companies are looking forward to hiring crème de la crème Data Scientists.

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Data Scientist Data Science Machine Learning Machine Learning 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.

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Data Analyst Data Scientist Data Science Machine Learning 52

ODSC - Open Data Science

JANUARY 18, 2024

EVENT — ODSC East 2024 In-Person and Virtual Conference April 23rd to 25th, 2024 Join us for a deep dive into the latest data science and AI trends, tools, and techniques, from LLMs to data analytics and from machine learning to responsible AI. With that said, each skill may be used in a different manner.

Data Engineering 52

Data Engineering Data Engineer Data Engineering Data Engineering 52

Pickl AI

JULY 18, 2023

Pursue a bachelor’s degree in computer science or a related field to gain a comprehensive understanding of algorithms, data structures, programming languages, and statistical analysis. Develop Programming Skills Master programming languages such as Python, R, or Java, which are widely used in AI development.

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AI AI Machine Learning Machine Learning 52

Pickl AI

JULY 18, 2023

Moreover, with the oozing opportunities in Data Science job roles, transitioning your career from Computer Science to Data Science can be quite interesting. A degree in Computer Science prepares you to become a professional who is tech-savvy and has proficiency in coding and analytical thinking.

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Computer Science Computer Science Data Science Machine Learning 52

Pickl AI

JANUARY 25, 2023

Other functions like searching on conditions, summary statistics, grouping data and joining datasets are performed using a different set of commands. Importance of SQL in Data Science SQL is the most in-demand skill in Data Science after Python.

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SQL Data Science Database Data Analysis 52

Pickl AI

APRIL 7, 2025

From basic math to advanced tricks, this guide simplifies Excel usage for beginners and aspiring data professionals looking to sharpen their analytical edge. For aspiring data scientists , understanding these Excel basics is the first step toward more advanced analytics. You’re not alone! With over 1.1

Data Science 52

Data Science Data Wrangling Data Scientist Data Analysis 52

ODSC - Open Data Science

JANUARY 29, 2024

EVENT — ODSC East 2024 In-Person and Virtual Conference April 23rd to 25th, 2024 Join us for a deep dive into the latest data science and AI trends, tools, and techniques, from LLMs to data analytics and from machine learning to responsible AI. Python Python’s prominence is expected.

Data Science 52

Data Science Machine Learning Machine Learning Natural Language Processing 52

Pickl AI

JUNE 7, 2024

Businesses might need to invest additional resources to fix data issues, integrate disparate systems, or replace the inadequate tool entirely. Long-Term Data Management Strategies Investing in the right ETL tool offers numerous long-term benefits. It handles both stream and batch data processing without the need to own servers.

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