Home AI Courses Interpretable ML Applications: Part 4

Interpretable ML Applications: Part 4

(0 reviews)

The course focuses on building and analyzing machine learning prediction models with Google Colab and the What-If Tool.

Key AI Functions:data analysis,machine learning project management,data scientist

Description

Reviews

Alternative Tools

Description for Interpretable ML Applications: Part 4

Machine Learning Setup in Google Colab: Learn how to configure and set up machine learning applications in a zero-configuration environment such as Google Colab with the Machine Learning Setup in Google Colab.
What-If Tool (WIT) Integration: Comprehend the process of configuring and utilizing the What-If Tool to analyze machine learning models during training and testing.
Data Preparation and Model Training: Utilize Python notebooks in Colab to import, prepare, and train classifiers as prediction models.
Behavioral Analysis of Prediction Models: Employ WIT to analyze and interpret the behavior of trained models on both the entire test dataset and individual data points.

Level: Intermediate

Certification Degree: Yes

Languages the Course is Available: 1

Offered by: On Coursera provided by Coursera Project Network

Duration: 1.5 hours at your own pace

Schedule: Hands-on learning

Reviews for Interpretable ML Applications: Part 4

0 / 5

from 0 reviews

Ease of Use

Ease of Customization

Intuitive Interface

Value for Money

Support Team Responsiveness

Featured Tools

Gen AI Supporting Data Engineers

AI Product Management Specialization

Alternative Tools for Interpretable ML Applications: Part 4

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

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

Breadcrumb

Paid

Breadcrumb.ai swiftly converts data into interactive presentations, reports, and interfaces, leveraging AI for intuitive insights exploration and seamless integration with various data sources, facilitating quick decision-making.

#data analysis #data analytics

Featured Tools

LLM Server

This course is dedicated to the setting up of GPU-based environments, the deployment of local large language models (LLMs), and their integration into Python applications utilizing open-source tools.

#llm #local llm

Gen AI Supporting Data Engineers

Begin your vocation in generative AI data engineering. Obtain the necessary skills to secure a position as a data engineer by acquiring an understanding of generative AI. No prior experience is required.

#Convolutional Neural Network #Information Engineering

IBM AI Product Manager

Begin your professional journey as an AI Product Manager. Develop generative AI and product management skills that are in high demand to be job-ready in six months or less.

#Artificial Intelligence #Product Management

AI Product Management Specialization

Learn to identify suitable applications for machine learning, integrate human-centered design principles for privacy and ethical considerations in AI product development, and lead machine learning projects following data science methodology and industry standards.

#Modeling #Project Management