ProjectPro

APRIL 20, 2017

ProjectPro industry expert’s advice that you should build a project portfolio with some well-thought out Hadoop projects that will help you demonstrate your range of Hadoop skills to your prospective employers. “What are some interesting beginner level big data hadoop projects that I can work on to build my project portfolio?”

Hadoop 40

Hadoop Big Data Coding Project 40

Knowledge Hut

JULY 27, 2023

They are skilled in working with tools like MapReduce, Hive, and HBase to manage and process huge datasets, and they are proficient in programming languages like Java and Python. 2021 $88,000 $42.33 +1.8% An expert who uses the Hadoop environment to design, create, and deploy Big Data solutions is known as a Hadoop Developer.

Hadoop 52

Hadoop Programming Language Banking Scala 52

ProjectPro

JANUARY 21, 2022

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. Interact with the data engineering team to convey the requirements of a dataset. Once you do that, create a data science portfolio that highlights all the projects you worked on.

Deep Learning 52

Deep Learning Data Science Algorithm Programming Language 52

ProjectPro

DECEMBER 17, 2021

With Bitcoin witnessing initial success, many investors consider cryptocurrency as an asset for their portfolio. By implementing various machine learning algorithms over a dataset of dates, store, item information, promotions, and unit sales, you will be using time forecasting methods to predict the sales.

Data Science 52

Data Science Medical Datasets Machine Learning 52

ProjectPro

AUGUST 16, 2021

FAQs on Data Mining Projects 15 Top Data Mining Projects Ideas Data Mining involves understanding the given dataset thoroughly and concluding insightful inferences from it. Often, beginners in Data Science directly jump to learning how to apply machine learning algorithms to a dataset.

Data Mining 40

Data Mining Coding Project Datasets 40

ProjectPro

FEBRUARY 11, 2021

3) Machine Learning Engineer vs Data Scientist 4) How to Become a Machine Learning Engineer-Learn Machine Learning Skills 5) Build a Machine Learning Portfolio 6) Find the Best Machine Learning Jobs 7) Ace Your Machine Learning Interview How to become a machine learning engineer without a degree?

Machine Learning 40

Machine Learning Engineering Programming Language Portfolio 40

ProjectPro

NOVEMBER 24, 2021

In 2020, it ranked at number three, but it has stepped up again to number two in the current year, 2021. So, to clear the air, we would like to present you with a list of skills required to become a data scientist in 2021. Experience in handling large datasets and drawing meaningful conclusions from them.

Data Science 52

Data Science Consulting Machine Learning Software Engineer 52

ProjectPro

SEPTEMBER 6, 2021

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. That helps portfolio managers to be sure of the investments in a company of their interest.

Project 52

Project Programming Language Entertainment Python 52

ProjectPro

MARCH 17, 2021

For any given task at hand, having an in-depth understanding of the dataset helps identify whether to use deep learning or machine learning. When the dataset has non-tabular data such as text, sensor data, signal data, videos, or images, deep learning works best. Build a Job-Winning Data Science Portfolio.

Deep Learning 52

Deep Learning Machine Learning Algorithm Datasets 52

ProjectPro

AUGUST 28, 2021

Each project explores new machine learning algorithms, datasets, and business problems. The dataset contains three weeks of activity data on each driver like login time, number of hours active each day, date, and driver details like driver gender, age, id, number of kids, etc. All the activities were tracked and video recorded.

Portfolio 52

Portfolio Project Datasets Algorithm 52

ProjectPro

JULY 28, 2021

Working on diverse hands-on real-world solved end-to-end data science and machine learning projects is the best way to get your hands dirty on varied datasets to demonstrate your experience. Data Science is a fast-growing technology creating abundant job opportunities across the globe.

Recruitment 40

Recruitment Data Science Machine Learning NoSQL 40

ProjectPro

DECEMBER 7, 2021

It can also consist of simple or advanced processes like ETL (Extract, Transform and Load) or handle training datasets in machine learning applications. Build a Job Winning Data Engineer Portfolio with Solved End-to-End Big Data Projects What is an ETL Data Pipeline? Using this data pipeline, you will analyze the 2021 Olympics dataset.

Data Pipeline 52

Data Pipeline Architecture Kafka AWS 52

ProjectPro

FEBRUARY 19, 2021

Image Source: [link] Overfitting : Overfitting happens when the ML model learns the training data such that it memorizes every little detail and noise, making it less generalizable and therefore the model performs badly on any unknown dataset and is ridiculously complex. It is also used in Cancer prognosis and portfolio optimization.

Machine Learning 40

Machine Learning Datasets Algorithm Data Science 40

ProjectPro

FEBRUARY 22, 2022

It ranks fourth (just below Python) in the most used programming languages worldwide in 2021. You can use these SQL projects for data analysis and add them to your data analyst portfolio. Dataset: As an example, you can use this Walmart Dataset on Kaggle. You will also have weather and holiday data.

Data Analysis 52

Data Analysis SQL Project Banking 52

ProjectPro

SEPTEMBER 27, 2021

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. The training dataset is ready and made available for you for most of these beginner-level object detection projects.

Coding 52

Coding Project Datasets Retail 52

ProjectPro

AUGUST 16, 2021

Table of Contents Machine Learning Projects for Resume - A Must-Have to Get Hired in 2021 Machine Learning Projects for Resume - The Different Types to Have on Your CV 1. KKbox provides a dataset for the project in user-song pairs and the first recorded listening time, along with song and user details.

Machine Learning 40

Machine Learning Coding Project Deep Learning 40

ProjectPro

OCTOBER 15, 2014

Build an Awesome Job Winning Project Portfolio with Solved End-to-End Big Data Projects Pig vs. Hive- Performance Benchmarking Apache Pig is usually more efficient than Apache Hive as it has many high-quality codes. 2) Hive Hadoop Component is used for completely structured Data whereas Pig Hadoop Component is used for semi structured data.

Hadoop 52

Hadoop Unstructured Data Java SQL 52

ProjectPro

SEPTEMBER 16, 2021

Metadata Store : Metadata for more significant and evolving datasets can be housed in metadata stores Model Registry : Logging models are done in the model registry; this setup helps reflect on multiple iterations. It is a decent dataset to query with multiple nuances that can be analyzed.

Project 52

Project Amazon Web Services Machine Learning Data Science 52

Knowledge Hut

JANUARY 18, 2024

Your project proposal should include a description of your data science project , as well as statistics about the size and complexity of your dataset. It assists data scientists in launching their professional careers by providing them with an online portfolio. Once you've registered, you'll need to submit a project proposal.

Data Science 98

Data Science Recruitment Big Data Machine Learning 98

Pinterest Engineering

SEPTEMBER 5, 2023

In 2021, ML was siloed at Pinterest with 10+ different ML frameworks relying on different deep learning frameworks, framework versions, and boilerplate logic to connect with our ML platform. Hardware upgrades usually require months of collaboration with various client teams to get software versions that are lagging behind up-to-date.

Engineering 92

Engineering Deep Learning Architecture Project 92

ProjectPro

JANUARY 19, 2022

Azure Data Engineer Job Description | Accenture Azure Certified Data Engineer Azure Data Engineer Certification Microsoft Azure Projects for Practice to Enhance Your Portfolio FAQs Who is an Azure Data Engineer? Azure Data Engineers Jobs - The Demand Azure Data Engineer Salary Azure Data Engineer Skills What does an Azure Data Engineer Do?

Data Engineering 52

Data Engineering Data Engineer Engineering Scala 52

ProjectPro

AUGUST 5, 2021

The median salary of an AI engineer as of 2021 is $171, 715 that can go over $250,000. If you are looking to break into AI and don’t have a professional qualification, the best way to land a job is to showcase some interesting artificial intelligence projects on your portfolio or show your contributions to open-source AI projects.

Project 52

Project Datasets Deep Learning Machine Learning 52

ProjectPro

NOVEMBER 30, 2021

Additionally, you will learn how to implement Apriori and Fpgrowth algorithms over the given dataset. In this project, you will build an automated price recommendation system using Mercari’s dataset to suggest prices to their sellers for different products based on the information collected. should be used and interpreted.

Business Analyst 52

Business Analyst Project Retail Datasets 52

ProjectPro

FEBRUARY 1, 2022

As per the below statistics, worldwide data is expected to reach 181 zettabytes by 2025 Source: statists 2021 “Data is the new oil. Feature Engineering — Talk about the approach you took to select the essential features and how you derived new ones by adding more meaning to the dataset flow.

Data Science 52

Data Science Datasets Banking Machine Learning 52

ProjectPro

APRIL 12, 2021

Curse of Dimensionality causes lots of difficulties while training a model because it requires training a lot of parameters on a scarce dataset leading to issues like overfitting, large training times, and poor generalization. Autoencoders work great for larger datasets and PCA works well for smaller datasets.

Deep Learning 40

Deep Learning Datasets Machine Learning Algorithm 40

ProjectPro

OCTOBER 8, 2021

Dataset The dataset is used to create visualizations. Report Reports are a collection of visualizations that show different insights of the dataset from a different perspective. Tiles A tile is typically a snapshot of the dataset or visualization, or report. How will you accomplish this task? What is Power Pivot?

BI 52

BI Datasets Certification SQL 52

ProjectPro

JANUARY 24, 2023

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. BigQuery is a powerful tool for running complex analytical queries on large datasets. Name your dataset, then click on CREATE DATA SET.

Bytes 52

Bytes Google Cloud Data Warehouse Datasets 52

ProjectPro

DECEMBER 28, 2021

billion in 2020 and expected to grow at a CAGR of 13% from 2021-2030, reaching $684.12 Managing, processing, and streamlining large datasets in real-time is a key functionality of big data analytics in an enterprise to enhance decision-making. It is based on Dataframe and Dataset APIs. billion by 2030. pre-computed models).

Architecture 52

Architecture Kafka Java Scala 52

ProjectPro

APRIL 1, 2021

The ashes of this pandemic crisis have strengthened the data science job market making it the second-best job in America for 2021. Now there are different forums where we get access to public datasets and these open source libraries were not available at that time. Build a Job-Winning Data Science Portfolio. PREVIOUS NEXT <

Data Science 40

Data Science Telecommunication Algorithm Machine Learning 40

ProjectPro

APRIL 6, 2021

This field was again popularised by the Imagenet Challenge- Imagenet is a huge database of labeled images, the dataset has now over a million images with thousands of labels. We have come so far that image classification models have surpassed the human baseline on several datasets. Let’s define the paths where our data is stored.

Deep Learning 40

Deep Learning Python Medical Datasets 40

ProjectPro

JUNE 24, 2021

LinkedIn data as of June 2021 on data analytics jobs growth gives you clear proof of evidence on the demand for analytics professionals in the industry today - India has over 32,000 job openings in the data analytics field, while the United States has over 234,000 data analytics jobs to offer. This number grew to 67.9%

Data Analytics 40

Data Analytics Project Insurance Hadoop 40

ProjectPro

AUGUST 31, 2018

AWS vs. Azure: Salary Burning Glass is a website that has performed research over the US jobs postings dataset. In April 2021, Canalys reported that AWS has a market share of about 32%, while Azure ranks after it with a 19% share. This dependency is also reflected in the market share of the companies that we mentioned earlier.

AWS 45

AWS Cloud Amazon Web Services Cloud Computing 45

ProjectPro

JUNE 23, 2016

Recommended Reading: Top 50 NLP Interview Questions and Answers for 2021 100 Kafka Interview Questions and Answers for 2021 20 Linear Regression Interview Questions and Answers 2021 50 Cloud Computing Interview Questions and Answers for 2021 5) How can I import large objects (BLOB and CLOB objects) in Apache Sqoop?

Hadoop 40

Hadoop MySQL Relational Database Java 40

ProjectPro

JANUARY 31, 2023

Billion in 2021 and is likely to reach USD 273.4 MapReduce is a Hadoop framework used for processing large datasets. Another name for it is a programming model that enables us to process big datasets across computer clusters. Step 2: Data Discovery After collecting the data, each dataset must be identified.

Big Data 52

Big Data Hadoop AWS Relational Database 52

AltexSoft

AUGUST 27, 2022

Datasets or inputs for target prediction algorithms are typically organized in knowledge graphs also known as semantic networks. AstraZeneca already added a few AI-generated targets to its portfolio for further validation and development. and complex relationships between them in a simple-to-navigate, traceable form. Real-life example.

Medical 52

Medical Deep Learning Algorithm Machine Learning 52

ProjectPro

JULY 8, 2021

By the end of the year, over 200,000 cases were reported per day, which climbed to 250,000 cases in early 2021. These events include error logs, data on user viewing activities, and troubleshooting events, among other valuable datasets. The first COVID-19 cases were reported in the United States in January 2020. Kafka version 0.10.0.0

Kafka 40

Kafka Architecture IT Big Data 40

ProjectPro

MAY 30, 2016

Before we dive into the list of HDFS Interview Questions and Answers for 2021, here’s a quick overview on the Hadoop Distributed File System (HDFS) - HDFS is the key tool for managing pools of big data. It is the primary file system used by Hadoop application for storing and streaming large datasets reliably.

Hadoop 40

Hadoop Metadata Big Data Portfolio 40