ProjectPro

JUNE 6, 2025

The benefits it offers start from data management and manipulation to machine learning tools on the GCP platform. GCP offers 90 services that span computation, storage, databases, networking, operations, development, data analytics , machine learning , and artificial intelligence , to name a few. PREVIOUS NEXT <

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Google Cloud Project Data Lake Healthcare 58

ProjectPro

JUNE 6, 2025

13 Top Careers in AI for 2025 From Machine Learning Engineers driving innovation to AI Product Managers shaping responsible tech, this section will help you discover various roles that will define the future of AI and Machine Learning in 2024. Enter the Machine Learning Engineer (MLE), the brain behind the magic.

Machine Learning 40

Machine Learning Computer Science Consulting Software Engineer 40

ProjectPro

JUNE 6, 2025

The data scientist interview questions are tricky, specific to Google’s data products, and cover a wide range of data science and machine learning concepts. You can expect interview questions from various technologies and fields, such as Statistics, Python, SQL, A/B Testing, Machine Learning , Big Data, NoSQL , etc.

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Recruitment Data Science NoSQL Machine Learning 73

ProjectPro

JUNE 6, 2025

Additionally, use different machine learning algorithms like linear regression, decision trees, random forests, etc. After that, use classification machine learning algorithms like decision trees, random forests, and logistic regression to predict the probability that an applicant will successfully repay the loan.

Business Intelligence 69

Business Intelligence Coding Project BI 69

ProjectPro

JUNE 6, 2025

Explore ProjectPro to Diversify Your Data Science Portfolio FAQs on Data Science vs Data Engineering What is a data science engineer? On the other hand, the job outlook for data scientists is promising, with an expected employment rate growth of 36% from 2021 to 2031. How to Move from Data Engineering to Data Science?

Data Science 52

Data Science Portfolio Programming Language Algorithm 52

KDnuggets

NOVEMBER 15, 2021

The October blogs that won KDnuggets Rewards include: How I Tripled My Income With Data Science in 18 Months; What Google Recommends You do Before Taking Their Machine Learning or Data Science Course; How to Build Strong Data Science Portfolio as a Beginner; Data Scientist vs Data Engineer Salary.

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Portfolio Data Science Machine Learning Data Engineering 77

ProjectPro

JUNE 6, 2025

And quite recently, Python has emerged as the most popular programming language as per the TIOBE index of 2021. The answer is No, Python is not necessary for learning Data Science , but if you learn it, that would be helpful. Below are a few of those libraries and respective project ideas for learning about them.

Data Science 52

Data Science Python Programming Language Deep Learning 52

ProjectPro

JUNE 6, 2025

Recommended Reading: Data Scientist Salary-The Ultimate Guide for 2021 Data Analyst Data Analysts are responsible for collecting massive amounts of data, preparing, transforming, managing, processing, and visualizing the data for business growth. Machine Learning Engineer - Key Skills Strong mathematical and statistical foundation.

Data Science 56

Data Science Data Mining Data Architect BI 56

ProjectPro

JUNE 6, 2025

The most trusted way to learn and master the art of machine learning is to practice hands-on projects. Projects help you create a strong foundation of various machine learning algorithms and strengthen your resume. Each project explores new machine learning algorithms, datasets, and business problems.

Portfolio 40

Portfolio Project Insurance Banking 40

ProjectPro

JUNE 6, 2025

Having decided to delve into the world of AI and Machine Learning, you've chosen to move on the learning path of becoming a computer vision engineer. Computer Vision Engineer Interview Questions on Deep Learning: Convolutional Neural Network 1) Explain with an example why the inputs in computer vision problems can get huge.

Engineering 49

Engineering Deep Learning Machine Learning Algorithm 49

ProjectPro

JUNE 6, 2025

Often, beginners in Data Science directly jump to learning how to apply machine learning algorithms to a dataset. This basic analysis helps in realising important features of the dataset and saves time by assisting in selecting machine learning algorithms that one should use. for different samples of wine.

Data Mining 52

Data Mining Coding Project Datasets 52

ProjectPro

JUNE 6, 2025

An AWS Data Scientist is a professional who combines expertise in data analysis, machine learning , and AWS technologies to extract meaningful insights from vast datasets. from 2021 to 2031, outpacing the average growth rate for all occupations. This step prepares the data for effective machine learning model development.

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AWS Amazon Web Services Cloud Computing Machine Learning 40

ProjectPro

JUNE 6, 2025

Even in 2021, data science maintained its previous position at number two on Glassdoor's list of top 50 jobs in the United States of America. The solution is devised by applying statistical algorithms called machine learning models, which assist in revealing hidden patterns in the data. is a bonus. Aldo Faisal, Cheng Soon Ong.

Deep Learning 40

Deep Learning Programming Language Algorithm Data Science 40

ProjectPro

JUNE 6, 2025

GCP provides a full range of computing services, including tools for managing GCP costs, governing data, providing web content and online video, and using AI and machine learning. Join the Best Data Engineering Course to Learn from Industry Leaders! The following is a guide to help headstart your learning journey: 1.

Data Engineer 40

Data Engineer Data Engineering Google Cloud Engineering 40

ProjectPro

JUNE 6, 2025

Recommended Reading: Top 30 Machine Learning Projects Ideas for Beginners in 2021 Fun Web Scraping Projects for Final Year Students Many final-year students look for cool projects based on web scraping for their applied courses. They allow easy access to websites and parsing of HTML pages.

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Project Programming Language Entertainment Machine Learning 45

DareData

JANUARY 1, 2021

In a short amount of time, we achieved a lot: we have built an extraordinary data and AI team only compared with the best I’ve ever hoped to work with; a strong marketing strategy; a client portfolio in a wide range of sectors, from pharma, beverages, banking, telco, the tech startup world, and even the public sector. Follow us in 2021!

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Consulting Retail Banking Portfolio 52

ProjectPro

JUNE 6, 2025

According to the US Bureau of Labor Statistics, data scientist jobs are predicted to experience significant growth of 36 percent between 2021 and 2031, while operations research analyst or data analyst jobs are projected to grow 23 percent. May work independently or with a team to design and implement complex machine learning models.

Business Analyst 40

Business Analyst Data Mining Portfolio Programming Language 40

ProjectPro

JUNE 6, 2025

On the other hand, the US Bureau of Labor Statistics has estimated that employment for software developers, quality assurance analysts , and testers is expected to grow by 25% from 2021 to 2031. Data Science involves leveraging machine learning algorithms, deep learning algorithms, Natural Language Processing methods, etc.

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Software Engineer Software Engineering Engineering Programming Language 52

ProjectPro

JUNE 6, 2025

Emerging Jobs Report also lists data engineering as a rising data science job, with a 35 percent average annual growth rate in 2021. Build Regression Models in Python for House Price Prediction Avocado Machine Learning Project Python for Price Prediction Machine learning , deep learning, etc.

Data Engineer 40

Data Engineer Data Engineering Recruitment Engineering 40

ProjectPro

JUNE 6, 2025

You will learn how to use Exploratory Data Analysis (EDA) tools and implement different machine learning algorithms like Neural Networks, Support Vector Machines, and Random Forest in R programming language. You will utilise different machine learning algorithms for predicting the chances of success of a loan application.

Business Analyst 75

Business Analyst Project Retail Banking 75

Cloudera

OCTOBER 26, 2021

Using Cloudera Machine Learning, the world’s first hybrid data cloud machine learning tooling, let’s take a deep dive into the world of candy analytics to answer the tough question on everyone’s mind: How do we win Halloween? So many factors go into obtaining the best possible candy portfolio.

Data Mining 106

Data Mining Portfolio Machine Learning Data Science 106

Christophe Blefari

MARCH 11, 2023

The MAD landscape The Machine learning, Artificial intelligence & Data (MAD) Landscape is a company index that has been initiated in 2012 by Matt Turck a Managing Director at First Mark. First Mark is a NYC VC, in their portfolio they have Dataiku, ClickHouse and Astronomer among other tech or B2C companies.

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Banking Data Insurance Machine Learning 130

Knowledge Hut

DECEMBER 22, 2023

This blog offers a comprehensive explanation of the data skills you must acquire, the top data science online courses , career paths in data science, and how to create a portfolio to become a data scientist. Learn techniques for exploratory data analysis (EDA) and feature engineering. What is Data Science?

Portfolio 98

Portfolio Data Science Programming Language Scala 98

ProjectPro

JUNE 6, 2025

However, landing a data analyst job with zero experience may feel like scaling a mountain, especially when interviewers are eager to look at your compelling portfolio of analytics projects! Analyze Data- Data analysts use statistical and machine learning techniques for data analysis. Sounds exciting, right?

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Portfolio Programming Language Consulting Hadoop 40

AltexSoft

DECEMBER 15, 2021

Machine learning evangelizes the idea of automation. Citing Microsoft’s principal researcher Rich Caruana, ‘75 percent of machine learning is preparing to do machine learning… and 15 percent is what you do afterwards.’ This leaves only 10 percent of the entire flow automated by ML models. MLOps cycle.

Machine Learning 59

Machine Learning Deep Learning Telecommunication Algorithm 59

ProjectPro

MARCH 17, 2021

“Machine Learning” and “Deep Learning” – are two of the most often confused and conflated terms that are used interchangeably in the AI world. However, there is one undeniable fact that both machine learning and deep learning are undergoing skyrocketing growth. respectively.

Deep Learning 52

Deep Learning Machine Learning Algorithm Data Science 52

ProjectPro

JUNE 6, 2025

billion in 2020 and expected to grow at a CAGR of 13% from 2021-2030, reaching $684.12 Whether you're working with semi-structured, structured, streaming, or machine learning data, Apache Spark is a fast, easy-to-use framework that allows you to solve various complex data issues. billion by 2030.

Architecture 45

Architecture Kafka Java Scala 45

ProjectPro

JUNE 6, 2025

Google BigQuery holds a 12.78% share in the data warehouse market and has been rated a leader by Forrester Wave research in 2021, which makes it a highly popular data warehousing platform. Furthermore, BigQuery supports machine learning and artificial intelligence, allowing users to use machine learning models to analyze their data.

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Bytes Google Cloud Data Warehouse Cloud Storage 40

ProjectPro

JUNE 6, 2025

The ashes of this pandemic crisis have strengthened the data science job market making it the second-best job in America for 2021. MUST research is mainly to promote the excellence of the competitive field of data science, artificial intelligence, and machine learning. What is MUST research and why did you start it?

Data Science 52

Data Science Telecommunication Programming Language Machine Learning 52

Knowledge Hut

JANUARY 18, 2024

You can also find tutorials and hacks from thousands of Data Scientists and Machine Learning Developers. Host: These competitions are held by Machine Hack on their official website. This competition aims to stimulate and support the development of big data science, artificial intelligence, and machine learning.

Data Science 98

Data Science Recruitment Big Data Machine Learning 98

ProjectPro

JUNE 6, 2025

With Bitcoin witnessing initial success, many investors consider cryptocurrency as an asset for their portfolio. One way to help the investors is to give them a fair idea of the risks involved by predicting the returns using machine learning. And that’s exactly what this Kaggle challenge is all about.

Data Science 40

Data Science Medical Machine Learning Retail 40

ProjectPro

JUNE 6, 2025

These projects will help you learn the end-to-end process of building an object detection system and enhance your machine learning portfolio to make it look impressive. These models are trained on a popular machine learning dataset called ImageNet. Make predictions on the test set.

Coding 69

Coding Project Retail Datasets 69

ProjectPro

JUNE 6, 2025

Here are some compelling reasons that make this career path highly appealing: Source: Marketsandmarkets.com According to the US Bureau of Labor Statistics, computer and information technology jobs, including Big Data roles, are projected to grow by 21% from 2021 to 2030, much faster than the average for all occupations.

Big Data 40

Big Data Hadoop Scala NoSQL 40

ProjectPro

JUNE 6, 2025

FAQs on Learning Data Science Is data science a hard job? What are the requirements to learn machine learning? Is Data Science Hard to learn? Data Science is hard to learn is primarily a misconception that beginners have during their initial days. . Is data science hard than software engineering?

Data Science 49

Data Science Consulting Machine Learning Software Engineer 49

ProjectPro

JUNE 6, 2025

The tech industry remains a significant employer, with major companies like Microsoft and IBM expanding their data science teams to drive AI and machine learning innovations. Now, think about another role within the same field: a Machine Learning Engineer. The median annual salary for data scientists in the U.S.

Data Science 40

Data Science Machine Learning BI Certification 40

ProjectPro

FEBRUARY 11, 2021

Spoiler Alert: Becoming a machine learning engineer can sound like a hard-to-reach goal but let us tell you the truth – it isn’t as hard as it seems. Image Credit: Makeameme.org So you are considering learning machine learning skills , and you’ve heard that becoming a machine learning engineer is the way to go.

Machine Learning 40

Machine Learning Engineering Programming Language Portfolio 40

ProjectPro

JUNE 6, 2025

It can also consist of simple or advanced processes like ETL (Extract, Transform and Load) or handle training datasets in machine learning applications. Generally, data pipelines are created to store data in a data warehouse or data lake or provide information directly to the machine learning model development.

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Data Pipeline Architecture Kafka Data Lake 40