The Product Coalition

OCTOBER 5, 2020

This function is responsible for establishing data pipelines to gather user issues and machine learning models to quickly identify and root cause top issues at scale. Intermediate-to-advanced knowledge of SQL; experience with data visualization tools (Looker, Power BI, Tableau); knowledge of applied statistics.

Embedded Analytics

Mixpanel

JANUARY 9, 2020

This type of data is usually handled by a dedicated team of data analysts who use business intelligence (BI) tools. Looker or Tableau) require extensive technical skills and knowledge to operate. C Data is analyzed by data scientists, machine learning, and engineering folks. These tools (e.g.,

Data Visualization

Indicative

OCTOBER 23, 2020

It is also useful for data science, engineering, machine learning, and data mining. Here are a few to consider: Looker creates a data modelling layer, through LookML, on top of your raw data. That gives users the ability to model various business metrics, dimensions, and aggregate views.

Embedded Analytics

Userpilot

JULY 24, 2024

For Advanced Practitioners : “Advanced Data Analytics Using Python” by Sayan Mukhopadhyay : This book delves into advanced data analysis techniques using Python, including machine learning, deep learning, and natural language processing.

Embedded Analytics

Userpilot

JULY 21, 2024

As you advance to this position, you can also choose to transition into a data analyst or BI consultant role depending on your interest: Data Scientist : If you’re passionate about statistics, machine learning, and predictive modeling, you may transition into a data scientist role.

Embedded Analytics

Usersnap

AUGUST 20, 2021

Artificial intelligence offers interesting customer feedback analysis solutions. Using machine learning, AI can sort through thousands of data points, provide clear analysis, and help you take meaningful action on the information. Looker is a tool with a simple dashboard and an ability to zoom into detailed visual views.

Feedback Software

Reveal

AUGUST 17, 2022

You can also read our comparison articles of Reveal vs Sisense , Reveal vs Looker , Reveal vs Logi Analytics , and Reveal vs Power BI. We are comparing features, integration, pricing, and more: Table of contents: The pros of Tableau The cons of Tableau Introduction to Reveal Embedded Analytics How does Tableau compare to Reveal?

Embedded Analytics

PMLesson's Ace the PM Interview

APRIL 29, 2025

You’re not being hired to build machine learning models but to drive real impact. This means showing that you can move fast with scrappy tools, reason about the business, and explain what the numbers mean , not just what they are. Our dash-boarding framework was developed by real analytics and dashboarding teams.

Data Visualization

Amplitude

APRIL 12, 2018

You know, and I think on the other side of that there’s the BI, call them more BI tools versus analytics, like Looker, or Periscope or Mode. So we see companies using data scientists to answer questions and sort of letting the data science team like build the machine learning algorithm the company needs, which is really their core job, right?

Data Visualization

Amplitude

APRIL 12, 2018

You know, and I think on the other side of that there’s the BI, call them more BI tools versus analytics, like Looker, or Periscope or Mode. And we saw a couple players come into that space, and we have Amplitude now. And while that’s great, like it doesn’t scale.

Data Visualization