Knowledge Hut

DECEMBER 26, 2023

Harvard University- CS50's Introduction to Computer Science Overview: This course introduces computer science's intellectual activities and the art of programming. Course Length: 11 weeks Learn more about the program ! Course Length: 8 hours Learn more about the program !

Certification 62

Certification Java Google Cloud Education 62

AltexSoft

AUGUST 18, 2021

But nothing is impossible for people armed with intellect and algorithms. To fill these gaps, we took information about neighbor travel dates and more popular destinations and applied advanced merging algorithms. Yet, other travel retailers already picked up the idea and launched similar tools with other algorithms under the hood.

Algorithm 59

Algorithm Datasets R (Programming) Machine Learning 59

ProjectPro

SEPTEMBER 27, 2021

They rely on data science algorithms to understand customer behavior, predict sales, etc. When working with datasets of different types to implement data science algorithms, one has to understand the datasets properly. They then use the algorithms to formulate necessary predictions from the data.

Datasets 52

Datasets Finance Portfolio Banking 52

ProjectPro

SEPTEMBER 6, 2021

Deep learning solutions using Python or R programming language can predict fraudulent behavior. Classification algorithms can effectively label the events as fraudulent or suspected to eliminate the chances of fraud. ML algorithms also provide recommendations on better trading, investments, saving schemes, etc.

Machine Learning 52

Machine Learning Retail Healthcare Medical 52

ProjectPro

AUGUST 16, 2021

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. It contains information about red and white wine.

Data Mining 40

Data Mining Coding Project Datasets 40

Knowledge Hut

JUNE 30, 2023

5 (based on 1,036 ratings) Publisher: O'Reilly Media Book Info: Paperback: 522 pages Language: English Overview: Garrett Grolemund and Hadley Wickham's R for Data Science: Import, Tidy, Transform, Visualize, and Model Data is an in-depth guide on utilizing the R programming language for data science tasks.

Data Engineering 52

Data Engineering Data Engineer Engineering Data Warehouse 52

Knowledge Hut

JANUARY 16, 2024

It is the realm where algorithms self-educate themselves to predict outcomes by uncovering data patterns. It has no manual coding; it is all about smart algorithms doing the heavy lifting. The algorithms learn from environmental feedback to enhance recommendations based on your current habits. What Is Machine Learning?

Machine Learning 87

Machine Learning Engineering Programming Language Algorithm 87

ProjectPro

FEBRUARY 5, 2022

Regression Models Regression models include popular algorithms like linear regression vs logistic regression , etc. These algorithms continue to broaden their range of applications, and time series forecasting has not remained untouched by them either. Various data scientists use Greykite, Neural Prophet, LSTM-RNN, etc.,

Deep Learning 52

Deep Learning Datasets Python Machine Learning 52

ProjectPro

SEPTEMBER 6, 2021

and use machine learning algorithms to train a model that learns various features of the hotels and predicts the prices. So, read this section if you are looking for projects that imbibe the application of machine learning algorithms in them.

Project 52

Project Programming Language Entertainment Python 52

ProjectPro

SEPTEMBER 26, 2021

Similarly, professionals with a good understanding of the R programming language earn a median salary of $75,848. This is because of the numerous applications and benefits of Big Data analytics in the industry - detection of fraudulent behavior and risk management, algorithmic trading, credit scoring, and lifetime value prediction.

Big Data 52

Big Data Data Engineering Data Engineer Engineering 52

Knowledge Hut

MAY 31, 2023

For this project, students can analyze data using the Apriori algorithm. They can use either Python or R programming languages. The K-means and Hierarchical clustering algorithms are generally used for this project. Machine learning algorithms such as decision trees and logistic regression are used for fraud detection.

Project 52

Project Datasets Media Python 52

ProjectPro

JANUARY 20, 2022

Machine learning, a subdomain of artificial intelligence, uses algorithms and data to imitate how humans learn and steadily improve. Machine learning algorithms leverage existing data as input to forecast the expected output. help you create machine learning algorithms without heavy coding.

Machine Learning 52

Machine Learning Deep Learning Algorithm Programming Language 52

Knowledge Hut

FEBRUARY 12, 2023

Python Programming Python is a computer language with built-in mathematical libraries and functions to write algorithms for data processing tools. Algorithms These are codes that execute mathematical functions. Data science jobs salary in US for the one proficient in these algorithms spike as per their experience.

Data Science 52

Data Science Computer Science Portfolio Certification 52

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. You will utilise different machine learning algorithms for predicting the chances of success of a loan application.

Business Analyst 52

Business Analyst Project Retail Datasets 52

ProjectPro

AUGUST 11, 2016

However, if you discuss these tools with data scientists or data analysts, they say that their primary and favourite tool when working with big data sources and Hadoop , is the open source statistical modelling language – R. This limitation of R programming language comes as a major hindrance when dealing with big data.

Hadoop 40

Hadoop Big Data R (Programming) Programming Language 40

ProjectPro

DECEMBER 14, 2021

Advanced Analytics with R Integration: R programming language has several packages focusing on data mining and visualization. Data scientists employ R programming language for machine learning, statistical analysis, and complex data modeling.

BI 52

BI Project Business Intelligence Datasets 52

Knowledge Hut

FEBRUARY 7, 2023

Automation Tools These tools help engineers to automate repetitive tasks in data science, including training models, selecting algorithms, and more. They provide both drag-and-drop and code interfaces and have a stronghold in big companies and may even offer unique capabilities or algorithms. They are: 1. Platform H2O.ai

Data Science 52

Data Science Google Cloud Programming Language AWS 52

ProjectPro

JANUARY 6, 2022

Seaborn strives to make visualization a key component of data analysis and exploration, and its dataset-oriented plotting algorithms use data frames comprising entire datasets. Ggplot Ggplot is a Python data visualization package with a 3k+ stars rating on Github, based on the ggplot2 implementation for the R programming language.

Python 52

Python Datasets Programming Language Data Science 52

ProjectPro

DECEMBER 22, 2016

Data mining algorithms automatically develop equations. Data Validation is performed in 2 different steps- Data Screening – In this step various algorithms are used to screen the entire data to find any erroneous or questionable values. Naive Bayes is another such algorithm. Data analysis involves data cleaning.

Data Mining 52

Data Mining Data Cleanse Datasets Data Analysis 52