Advanced Predictive Modelling By Spotle.ai

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Advanced Predictive Modelling By Spotle.ai

Name: Advanced Predictive Modelling By Spotle.ai
Price: 9.99 USD
Author: Spotle Learn

This Spotle.ai masterclass by industry experts is to help you build a rewarding career in data science.

updated on icon Updated on Sep, 2023

language icon Language - English

person icon Spotle Learn

architecture icon Data Science,Development,Predictive Modeling

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Course Description

Data science and Python have become key industry drivers in the global job and opportunity market. This course with mix of lectures from industry experts and Ivy League academics will help students, recent graduates and young professionals learn predictive modelling and its applications in business scenarios using Python programming language.

What is predictive modelling?

Predictive modeling is a process that uses statistics, data mining and probability to forecast the future outcomes. Such as, let’s say, an EdTech company is trying to assess the market. They have a question. The market condition that they predict will decide their future investment area. Their question is, is the future of learning going to be self-paced online? As we apply predictive modelling techniques on the available data from the market the predictive outcome to this question is ‘Yes. The future of learning is going to be self-paced online’. Now the future will have the actual outcome. But the EdTech company will invest in this area as per this predictive outcome.

Goals

What will you learn in this course:

Detailed Regression Analysis and its Application, Model Complexity and Bias-Variance trade-off, Variable selection, Multicollinearity, Measures of Accuracy.
Detailed Logistic Regression and its Application, Likelihood Estimation, Measure of Accuracy.
Ridge Regression
Detailed Decision Tree and lots of hands-on coding sessions.
Detailed Random Forest and lots of hands-on coding sessions.
Introduction To Time Series Analysis.
Generalized Linear Model Or GLM

Prerequisites

What are the prerequisites for this course?

This course takes you through to the advanced level step-by-step from scratch.
Basic knowledge of statistics and Python programming language will come handy.

Advanced Predictive Modelling By Spotle.ai

Curriculum

Check out the detailed breakdown of what’s inside the course

Introduction
2 Lectures

Introduction To Predictive Modelling 08:51 08:51
Introduction To Data Science 06:14 06:14

Advanced Linear Regression
7 Lectures

Linear Regression With Python
1 Lectures

Advanced Logistic Regression
4 Lectures

Logistic Regression With Python
1 Lectures

Ridge Regression
2 Lectures

Complete Decision Tree
5 Lectures

Decision Tree In Python
5 Lectures

Random Forest
2 Lectures

Random Forest In Python
2 Lectures

Time Series
1 Lectures

Generalized Linear Models
1 Lectures

Instructor Details

Spotle Learn

Be Career Ready

Spotle.ai is an AI-powered career platform where you get automatically matched with the relevant opportunities and skills for the advancement of your career. Targeted at the highly mobile millennial and Gen-Z population, Spotle.ai provides a dynamic and agile platform to discover skill and career choices matched to your career goals. Spotle.ai brings together a solid pool of cloud computing, machine learning and deep learning, data science, big data experts; The experts who have been building complex applications hands on. Spotle.ai courses are designed by the experts to keep you updated with the in-demand trends in the market. As you move on with the Spotle.ai courses, you learn from the experts who are passionate about new age technologies; who are keen on sharing their knowledge for the advancement of technology. Spotle.ai courses give you a unique opportunity to learn from and practice with the masters of the tech world.

Course Certificate

User your certification to make a career change or to advance in your current career. Salaries are among the highest in the world.