ProjectPro

DECEMBER 10, 2021

Along with that, deep learning algorithms and image processing methods are also used over medical reports to support a patient’s treatment better. One can use their dataset to understand how they work out the whole process of the supply chain of various products and their approach towards inventory management.

Business Intelligence 52

Business Intelligence Coding Project BI 52

AltexSoft

DECEMBER 15, 2021

On the surface, ML algorithms take the data, develop their own understanding of it, and generate valuable business insights and predictions — all without human intervention. It boosts the performance of ML specialists relieving them of repetitive tasks and enables even non-experts to experiment with smart algorithms.

Machine Learning 59

Machine Learning Deep Learning Algorithm Telecommunication 59

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. The solution is devised by applying statistical algorithms called machine learning models, which assist in revealing hidden patterns in the data. What is Data Science? is a bonus.

Deep Learning 52

Deep Learning Data Science Algorithm Programming Language 52

ProjectPro

JULY 19, 2021

12) Suggest a way to train a convolutional neural network when you have a quite small dataset. Depending on the size of the dataset and the budget of time and resources you have at your disposal, you can choose to train only the last classification layer or a few of the later layers. Provide a solution to overcome this challenge.

Engineering 40

Engineering Deep Learning Algorithm Machine Learning 40

ProjectPro

NOVEMBER 30, 2021

Additionally, you will learn how to implement Apriori and Fpgrowth algorithms over the given dataset. You will also compare the two algorithms to understand the differences between them. Source Code: Ecommerce product reviews - Pairwise ranking and sentiment analysis Recommended Reading: How to learn NLP from scratch in 2021?

Business Analyst 52

Business Analyst Project Retail Datasets 52

ProjectPro

DECEMBER 17, 2021

Furthermore, solving difficult problems in data science not only prepares you for the future but also teaches you the latest tools, techniques, algorithms and packages that have been introduced in the industry. With Bitcoin witnessing initial success, many investors consider cryptocurrency as an asset for their portfolio.

Data Science 52

Data Science Medical Datasets Machine Learning 52

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

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. Thanks to innovation and research in machine learning algorithms, we can seek knowledge and learn from insights that hide in the data.

Machine Learning 40

Machine Learning Coding Project Deep Learning 40

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 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. Knowledge of machine learning algorithms and deep learning algorithms. Strong programming skills.

Data Science 52

Data Science Consulting Machine Learning Software Engineer 52

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? The job of a data scientist is exploratory.

Machine Learning 40

Machine Learning Engineering Programming Language Portfolio 40

ProjectPro

OCTOBER 22, 2021

ProjectPro has listed some sample real-time Azure project ideas that will boost the value of your resume in 2021. It uses time-series data and automatically selects the most relevant anomaly detection algorithm for detecting dips, deviations, and spikes from inliers. Use Kaggle’s Fake News dataset to train and test your model.

Project 52

Project Cloud Computing 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

MARCH 17, 2021

Machine learning makes use of a set of learning algorithms (supervised or unsupervised learning process) to analyze the data, interpret it, learn from it, and make the best possible business decisions based on the learnings. But how will the ML algorithm know which one is Apple and which one is Orange?

Deep Learning 52

Deep Learning Machine Learning Algorithm Datasets 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

OCTOBER 6, 2021

On top of this dataset, a prediction model is built. Check Out Top SQL Projects to Have on Your Portfolio It also uses Cloud Pub/Sub to receive notifications when data is uploaded in the Cloud Storage Bucket. The same algorithms are used to build smart cities and buildings. Technologies like SQL are used on GCP.

Google Cloud 52

Google Cloud Project Data Lake Healthcare 52

AltexSoft

AUGUST 27, 2022

That’s why, for now, smart algorithms see fewer restrictions and wider adoption in the drug discovery phase that happens prior to tests on people. When applied to drug discovery, smart algorithms have already proved their ability. Among deep learning algorithms employed for de novo design are. Real-life example.

Medical 52

Medical Deep Learning Algorithm Machine Learning 52

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

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

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

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

MAY 31, 2021

Ace your big data interview by adding some unique and exciting Big Data projects to your portfolio. We bring the top big data projects for 2021 that are specially curated for students, beginners, and anybody looking to get started with mastering data skills. None of this would have been possible without the application of big data.

Big Data 52

Big Data Coding Project Hadoop 52

ProjectPro

APRIL 6, 2021

Machines learning algorithms on the other hand, while classifying images face these challenges, and Image Classification becomes an exciting problem for us to solve. 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.

Deep Learning 40

Deep Learning Python Medical Datasets 40

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. Last year GPT3 came, which is one of the most interesting algorithms.

Data Science 40

Data Science Telecommunication Algorithm Machine Learning 40

ProjectPro

JULY 28, 2021

Data analytics combined with machine learning algorithms and Artificial Intelligence (AI) technologies predict the data patterns and trends in these applications, and there is no surprise that Google has mastered it. What are the essential qualities and features of an algorithm? Explain anomaly detection methods and techniques.

Recruitment 40

Recruitment Data Science Machine Learning NoSQL 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. Everything is about data these days. Data is information, and information is power.”

Big Data 52

Big Data Hadoop AWS Relational Database 52

ProjectPro

FEBRUARY 19, 2021

Therefore, it is necessary to detect them early on or use algorithms resistant to outliers. The equation for polynomial regression would obviously be a multinomial one: y = a + bX + cX 2 + dX 3 …… Before we go any further, let me introduce a concept called loss function, used to assess the usefulness of our regression algorithm.

Machine Learning 40

Machine Learning Datasets Algorithm Data Science 40

ProjectPro

NOVEMBER 6, 2015

Apache Hive was introduced by Facebook to manage and process the large datasets in the distributed storage in Hadoop. Apache Hive is versatile in its usage as it supports the analysis of large datasets stored in Hadoop’s HDFS and other compatible file systems such as Amazon S3. As of July 2021, Impala has a total score of 19.56

Hadoop 52

Hadoop SQL Java Metadata 52

ProjectPro

JUNE 23, 2016

Compressing: The deflate (gzip) algorithm and the -compress argument can be used to compress data. The merge tool in Sqoop is used when two datasets have to be combined. It is particularly used when the entries in one dataset are required to overwrite the entries from an older dataset. Yes, MySQL is the default database.

Hadoop 40

Hadoop MySQL Relational Database Java 40

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. However, in the 2.8.0

Kafka 40

Kafka Architecture IT Big Data 40