Home AI Courses Data Science Methodology

Data Science Methodology

(0 reviews)

Master the CRISP-DM methodology, identify optimal data sources, and select appropriate analytic models with our comprehensive AI course on data science methodology.

Key AI Functions:Data Science,Data Analysis,CRISP-DM,Methodology,Data Mining

Description

Reviews

Alternative Tools

Description for Data Science Methodology

Define the term "data science methodology" and explain the necessity of a methodology for data scientists.

Analyze a case study by applying the six phases of the Cross-Industry Process for Data Mining (CRISP-DM) methodology.

Determine which analytic model is most suitable for the analysis of a case study, from predictive, descriptive, and classification models.

Identify the most suitable data sources for your data science analysis methodology.

Level: Beginner

Certification Degree: Yes

Languages the Course is Available: 22

Offered by: On Coursera provided by IBM

Duration: 6 hours (approximately)

Schedule: Flexible

Reviews for Data Science Methodology

0 / 5

from 0 reviews

Ease of Use

Ease of Customization

Intuitive Interface

Value for Money

Support Team Responsiveness

Featured Tools

Mastering Gen AI: Advanced Fine-Tuning for LLMs

Interpretable Machine Learning Applications

Programming for Everybody (Getting Started with Python)

ML - Anomaly Detection via PyCaret

AI Accessible to Everyone: Understanding and Applying the Basics

Alternative Tools for Data Science Methodology

Shulex VOC

Paid

The AI tool specializes in sentiment analysis, competitive analysis, custom analytics, Amazon marketplace analysis, review export, comprehensive help resources, and social media presence to meet diverse user needs effectively.

#marketing #research

Ortto

Freemium

The AI tool enables organizations to create personalized multi-channel experiences for their clientele, featuring audience segmentation and a user-friendly platform with a complimentary 14-day trial and enterprise pricing options.

#data analysis #marketing

Akkio

Paid

The AI tool empowers non-programmers to construct and deploy AI, featuring data transformation, insights generation, identification of critical drivers, and prediction and forecasting functionalities to enhance business decision-making and planning processes.

#research #marketing

Hepta AI

Paid

Utilizing AI technology, this tool streamlines statistical analysis tasks, automates calculations, supports various data formats, and provides visualization tools for efficient and precise scientific research.

#data analysis #research

Exa

Paid

The AI generator, drawing from various sources, facilitates user interaction to produce content, making it beneficial for startups and individuals seeking to explore and enhance their knowledge across different subjects.

#research #data analysis

MapDeduce

Paid

The tool employs AI to assist users in understanding intricate documents, offering features such as content analysis, summarization, and language analysis, with plans for further enhancements.

#research #data analysis

Essense

Paid

The AI tool utilizes advanced technology to streamline product research and feedback analysis, offering quick insights, collaborative opportunities, integration options, a user-friendly interface, a free tier option, and team collaboration features.

#research #data analysis

Census GPT

Freemium

CensusGPT is an AI tool that simplifies access to census data, offering tabular data and visual representations in response to user queries. It targets economists, researchers, and individuals interested in demographic analysis, leveraging the TextSQL framework for seamless interaction with datasets.

#data analysis #sql

NovaceneAI

Freemium

NovaceneAI streamlines the organization of unstructured text data with AI algorithms, offering dedicated cloud hosting, adaptability across sectors, and robust data privacy measures.

#research #automation

Savvy Planner

Paid

The AI Task Manager simplifies project management through features like project cost calculation, automated scheduling, data analysis, and user-friendly interface, enabling efficient planning and timely project completion.

#task automation #data analysis

Featured Tools

Mastering Gen AI: Advanced Fine-Tuning for LLMs

Improve proficiency in optimizing LLMs by instruction-tuning, RLHF, DPO, and PPO utilizing Hugging Face to enhance model efficacy.

#generative ai #dpo

Interpretable Machine Learning Applications

A brief synopsis of this course is that it covers the development of interpretable machine learning applications utilizing random forest and decision tree models, emphasizing feature importance analysis for responsible machine learning implementation.

#python basic knowledge #features engineering