• Program Duration: 4 monthsAt 8 hours/week
  • Self-Paced LearningLearning Format

Applied Machine Learning Program Overview

This Applied Machine Learning Program with Purdue covers data science and machine learning concepts such as data analytics, Python, data wrangling, feature engineering, feature selection, statistics, time series modeling, supervised and unsupervised learning, recommendation systems, ensemble learning, and decision tree and random forest.

KEY FEATURES

  • Simplilearn Career Service helps you get noticed by top hiring companies
  • Purdue Applied Machine Learning certification and Alumni Association membership
  • 8X higher live interaction in live online classes by industry experts
  • 4 hands-on projects in integrated labs with real-time datasets from Healthcare and BFSI industries.
  • Masterclasses from Purdue faculty

Applied Machine Learning Program Advantage

This Applied Machine Learning Certification Program includes world class instruction, outcome-centric bootcamps and hands-on projects.This program will give you insights into machine learning applications.

Partnering with Purdue University

This Bootcamp Program in Applied Machine Learning is in partnership with Purdue University, one of the world's leading research and teaching institutions, offering higher education with proven value. We are committed to your success, changing the student experience with a focus on collaboration and the creative use of technology.

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Upon completion of this program, you will:
  • Receive a Purdue University certification.
  • Gain membership in the Purdue University Alumni Association.
Purdue Certification

Simplilearn Career Service

Simplilearn Career Service, powered by Talent Inc. helps to enable you to navigate career changes and get ready for the professional workforce.

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  • One-on-one Interview Service by TopInterview
  • Get a Resume Makeover from TopResume
  • Reach numerous employers with ResumeRabbit
  • Complete Candidate Confidentiality Assured

Applied Machine Learning Program Details

This Applied Machine Learning Bootcamp Program, designed for graduates and working professionals alike, includes world-class instruction, outcome-centric bootcamps, and hands-on projects. This program will give you insights into real-world machine learning applications.

LEARNING PATH

  • Get started with This Applied Machine Learning Bootcamp offered in collaboration with Purdue University. This program will give you insights into real-world machine learning applications.

  • This Applied Machine Learning Bootcamp covers a statistics course that will enable you to define statistics and essential terms related to it, explain central tendency and dispersion measures, and comprehend skewness, correlation, regression, and distribution. You will be able to make data-driven predictions through statistical inference.

  • This Applied Machine Learning Program covers training on Python that will teach you the basics of Python, data operations, conditional statements, shell scripting, and Django. This Applied Machine Learning Bootcamp will give you hands-on development experience and prepare you for an exciting career as a professional Python programmer.

  • This Applied Machine Learning Program covers training on Data Science that includes world-class instruction, outcome-centric classes, and hands-on projects. This Applied Machine Learning Bootcamp will give you insights into the following data science concepts: data analytics, Python, data wrangling, feature engineering, feature selection, and statistics.

  • This Applied Machine Learning Program includes world-class instruction, outcome-centric classes, and hands-on projects. This Applied Machine Learning Bootcamp will give you insights into real-world machine learning applications with the following concepts: data wrangling, feature engineering, exploratory data analysis, feature selection, regression and classification, decision trees, random forest, and unsupervised learning.

  • By the end of this Applied Machine learning program, showcase your new skills with a hands-on, industry-relevant capstone project bringing everything you learned in the program together into one portfolio-worthy example. You can choose to work on projects in eCommerce, BFSI, or video-sharing to make your practice more relevant.

Electives:
  • Attend an online interactive masterclass and get insights about advancements in technology/techniques in Data Science, AI, and Machine Learning.

SKILLS COVERED

  • Data Wrangling
  • Feature Engineering
  • Exploratory Data Analysis
  • Feature Selection
  • Regression and Classification
  • Decision Trees
  • Random Forest
  • Unsupervised Learning
  • Time Series Modelling
  • Ensemble Learning
  • Python

TOOLS COVERED

NumPypandaspythonSciPyScikitLearnMatPlotlibBeautifulSoupStatsmodelsSeabornPlotly

Industry Projects

  • Project 1

    Predicting Heart Attacks

    To identify the causes and develop a system to predict heart attacks in an effective manner is necessary.The data provides information on the factors that impact heart health.

  • Project 2

    Real estate fact based price negotiations

    While searching for the dream house, the buyer looks at various factors.Using the dataset, find the factors that influence price negotiations while buying a house.

  • Project 3

    Consumer Segmentation for eCommerce Industry

    An e-commerce company is unable to target a specific set of customers with a particular set of SKUs. You will segment customers into different groups based on their shopping habits

  • Project 4

    IPhone Consumer Trend Analysis

    Our aim in this project is to predict if a person would buy an iPhone with respect to their gender, age, and income. We will also compare different classification algorithms.

  • Project 5

    Loan Repayment Prediction

    The aim of the project is to build on the predict the loan repayment probability of individuals based on their past behavior.

Disclaimer - The projects have been built leveraging real publicly available data-sets of the mentioned organizations.

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Applied Machine Learning Program Advisor

  • Venkata N Inukollu

    Venkata N Inukollu

    Assistant Professor, Purdue University

    Venkata N Inukollu earned his Ph.D. in Computer Science from Texas Tech University. He received his Master’s degree in Software Systems from BITS - Pilani, India. He has interests in software engineering and testing in AI and machine learning.

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Learner's Profile

This program caters to working professionals from a variety of industries and backgrounds; the diversity of our students adds richness to class discussions and interactions.

  • The class consists of learners from excellent organizations and diverse industries
    Industry
    Information Technology - 43%Software Product - 13%Manufacturing - 20%Pharma & Healthcare - 7%BFSI - 7%Others - 10%
    Companies
    Wells Fargo
    Accenture
    Oracle
    Amazon
    Microsoft
    Target
    Boeing
    Siemens
    IBM
    Hewlett-Packard
    Infosys
    All India Institute of Medical Sciences
  • The class maintains an impressive diversity across work experience and roles
    Designation Breakup
    Associate - 12%Mid-level - 35%Senior-level - 43%Executive - 10%
    Total Years of Experience
    Less than 3 - 13%3-5 - 17%5-8 - 12%8+ - 58%
  • The class has learners with varied educational qualifications from excellent institutions
    Qualification
    Bachelors - 65%Masters - 30%Others - 5%
    Universities
    BITS Pilani
    IIT_Hyerabad
    IIT_Bombay
    IIM_Kozhikode
    IIM_Lucknow
    IIM_Indore
    IIIT_Allahabad
    McGill_University
    University_of_Illinois_at_Chicago_circle
    NIT_Calicut
    NIT_Rourkela

Applied Machine Learning Bootcamp Learner Reviews

  • Vignesh Balasubramanian

    Vignesh Balasubramanian

    The curriculum was well organized, covering all the root concepts and relevant real-time experience. The trainer was well equipped to solve all the doubts during the training. Cloud lab facility and materials provided were on point.

  • Somil Gadhwal

    Somil Gadhwal

    Application Engineer

    Simplilearn's course content is designed in a way that every session is closely connected to the next. There is no need to mug up the lessons. The instructors put thought into training and motivating students. I am really happy I joined the course.

  • Deboleena Paul

    Deboleena Paul

    Solution Architect

    I really liked the trainer. He is very patient, well organized, and interactive. I had an awesome learning experience with Simplilearn that was beyond my expectation for an online classroom.

  • Afrid Mondal

    Afrid Mondal

    The training was fantastic. Thank you for providing a great platform to learn.

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Industry Trends

The machine learning market is expected to reach USD 30.6 billion by 2024.

  • Machine Learning Industry Growth

    Growth rate of 42.1 %

    Indicating the increased adoption of machine learning among companies. 

    Most sought after skill

     98,371 job openings in the U.S. and 444,864 worldwide

    Machine leanring Engineer Annual Salary
    $83KMin
    $113KAverage
    $154KMax
    Source: Glassdoor
    Machine leanring Engineer Hiring Companies
    Accenture
    Google
    Apple
    Oracle
    Amazon
    Source: Indeed

Why Online Bootcamp

  • Develop skills for real career growthCutting-edge curriculum designed in guidance with industry and academia to develop job-ready skills
  • Learn from experts active in their field, not out-of-touch trainersLeading practitioners who bring current best practices and case studies to sessions that fit into your work schedule.
  • Learn by working on real-world problemsCapstone projects involving real world data sets with virtual labs for hands-on learning
  • Structured guidance ensuring learning never stops24x7 Learning support from mentors and a community of like-minded peers to resolve any conceptual doubts

Admission Details

Ideal Candidates

For admission to this Program in Applied Machine learning, candidates should have:

0-3 years of work experience preferred

A bachelor's degree with an average of 50% or higher marks

Basic understanding of programming concepts and mathematics

ADMISSION COUNSELORS

Our team of dedicated admissions counselors is available to guide you as you apply to the program. Our counselors are available to:

  • Address questions related to your application
  • Provide guidance regarding financial aid (if required)
  • Help answer questions and understand the program
Talk to our admissions counselors now!

Admission Fee & Financing

The admission fee for this Applied Machine Learning Bootcamp program is $ 2,500. It covers applicable program charges and the Purdue Alumni Association membership fee.

Financing Options

We are dedicated to making our programs accessible. We are committed to helping you find a way to budget for this program and offer a variety of financing options to make it more economical.

Pay in Installments

You can pay monthly installments for Post Graduate Programs using Affirm, Splitit or ClimbCredit payment option with low APR and no hidden fees.

AffirmClimbCreditSplitit

Other Financing Options

We provide the following options for one-time payment

  • Credit Card
  • Paypal

$ 2,500

Program Cohorts

There are no cohorts available in your region currently

Got questions regarding upcoming cohort dates?

Applied Machine Learning Bootcamp FAQs

  • What is Applied Machine Learning?

    Machine learning is an implementation of artificial intelligence (AI) that allows systems to simultaneously learn and improve from past experiences without the need of being explicitly programmed. It is a process of observing data patterns, collecting relevant information, and making effective decisions for an organization. Machine learning enables the analysis of huge quantities of data, usually delivering faster and more accurate results to extract profitable benefits and opportunities.

  • What are the eligibility criteria for this Applied Machine Learning Program with Purdue University?

    Basic knowledge of Python and statistics analysis are covered within this machine learning program. Therefore it can be taken up by graduates and working professionals alike.

  • What should I expect from this Applied Machine Learning Program with Purdue?

    As a part of this Applied Machine Learning Program, in partnership with Purdue University, you will receive the following:

    • Joint Simplilearn-Purdue University certification
    • Purdue Alumni Association membership
    • Lifetime access to all core e-learning content created by Simplilearn

  • What certificates will I receive?

    Upon successful completion of this program, you will be awarded an Applied Machine Learning certificate by Purdue University and Simplilearn.

  • Will any preparation material be provided to help me get started?

    Once you make the first installment of the machine learning program fee, you will also get access to a preparatory course. You will have to go through the assigned course before taking the first class. The course will have more than eight hours of self-paced learning content in the form of videos.

  • What is Global Teaching Assistance?

    Our teaching assistants are a dedicated team of subject matter experts here to help you get certified in applied machine learning on your first attempt. They proactively engage students to assure that they are following the learning path — helping to enrich the learning experience, from class onboarding to project mentoring and job assistance.

  • Who are the instructors and how are they selected?

    Our highly qualified machine learning instructors are AI industry experts with years of relevant industry experience. Each of them has gone through a rigorous selection process that includes profile screening, technical evaluation, and a training demo before they are certified to train for us. We also ensure that only those trainers with a high alumni rating remain part of our faculty.

  • How do I earn the certificate for this Applied Machine Learning Program?

    Online Classroom:

    • Attend one complete batch of Applied Machine Learning program

    • Complete 1 project

    Online Self-Learning:

    • Complete 85 percent of the course

    • Complete 1 project

  • I am not able to access the Applied Machine Learning Certification Program. Who can help me?

    Contact us using the form on the right side of any page on the Simplilearn website, select the Live Chat link, or contact Help & Support.

  • What is covered under the 24/7 Support promise?

    We offer 24/7 support through email, chat, and calls. We have a dedicated team that provides on-demand assistance through our community forum. What’s more, you will have lifetime access to the community forum, even after completion of your Applied Machine Learning Bootcamp.

  • If I want to cancel my enrollment, can I get a refund?

    No refund will be applicable once you make the partial/full payment

  • Disclaimer
  • PMP, PMI, PMBOK, CAPM, PgMP, PfMP, ACP, PBA, RMP, SP, and OPM3 are registered marks of the Project Management Institute, Inc.