Post Graduate Program in Data Analytics & Machine Learning

BY
Imarticus Learning

Learn about the core techniques of data analytics and machine learning through the Post Graduate Program in Data Analytics & Machine Learning Course.

Mode

Full time, Online

Duration

6 Months

Fees

₹ 198000

Inclusive of GST

Quick Facts

particular details
Medium of instructions English
Mode of learning Self study, Virtual Classroom +1 more
Mode of Delivery Video and Text Based
Frequency of Classes Weekdays

Course overview

The Post Graduate Program in Data Analytics & Machine Learning Certification Course covers fundamental aspects of data analytics and machine learning. The course is available in both full-time and part-time options that are suitable for freshers and early working professionals.

Through the Post Graduate Program in Data Analytics & Machine Learning Training Course, learners will explore the applications of data analytics through real-world case studies, hands-on projects, and business exercises. The course available on the Imarticus learning platform will provide learners with guaranteed interview opportunities.

After completing the Post Graduate Program in Data Analytics & Machine Learning Live Course, learners will receive a course certificate. You will get an opportunity to participate in a Hackathon and compete with aspirants from different parts of India and get a chance to showcase your skills

The highlights

  • Certificate of completion
  • 6-month full time/9 month part-time option
  • Custom learning schedules
  • Live instructor-led sessions
  • Recorder lectures and student notes
  • Self-paced learning portal
  • Hands-on exercises and discussions
  • Industry-specific curriculum
  • Industry partnered case studies
  • Real-world projects and hackathon
  • Practical exams and quizzes
  • Guaranteed interview opportunities
  • Placement assistance

Program offerings

  • Certificate of completion
  • 6 months full time/9 months part time
  • Live online classes
  • Recorded lectures
  • Student notes
  • Hands-on exercises
  • Discussions
  • Real-world
  • Projects
  • Assignments
  • Examd
  • Quizzes
  • Industry oriented case studies
  • Hackathons

Course and certificate fees

Fees information
₹ 198,000  (Inclusive of GST)
certificate availability

Yes

certificate providing authority

Imarticus

Who it is for

  • The Post Graduate Program in Data Analytics & Machine Learning Course is can be opted by fresher graduates and early career professionals who wish to establish themselves in the field of data analytics and machine learning.

What you will learn

Data science knowledge Machine learning Sql knowledge Knowledge of python Programming skills Knowledge of data visualization Knowledge of big data

After completing the Executive Programme in Digital Marketing Classes, you will learn about the following topics:

The syllabus

Module 1 - Excel

  • Excel Basics
  • Excel Essentials 
  • Formulae 
  • Data Analysis 
  • Charts 
  • Pivot Tables 
  • Lookup

Module 2 - SQL

  • DDL, DML, DQL statements
  • Aggregate, Date Functions
  • Union, Union All & Intersect Operators
  • Joins
  • Views & Indexes
  • Sub-queries

Module 3 - Python Programming

  • Python Objects, List 
  • Functions 
  • Numpy 
  • Pandas 
  • Data Frame Manipulation 
  • Data Visualization 
  • EDA 

Module 4 - Statistics for Data Science

  • • Introduction to Statistics 
  • Probability Theory 
  • Probability Distributions 
  • Hypothesis Testing 
  • Statistical Tests

Module 5 - Machine Learning

  • Introduction to Machine Learning 
  • Types of Machine Learning 
  • Linear Regression 
  • Optimization Techniques 
  • Logistic Regression 
  • Model tuning 
  • Decision Trees 
  • Random Forests 
  • K-Means CLustering 
  • Hierarchical Clustering
  • Principal Components Analysis (PCA) • Time Series  

Module 6 - Data Visualisation with Tableau & PowerBI

  • Introduction to Tableau 
  • Tableau Interface and Chart Types 
  • Visual Analytics with Tableau 
  • Dashboard and Stories 
  • Power BI Interface 
  • Data Transformation 
  • Data Modelling 
  • Visual Data Analytics with Power BI

Module 7- Specialisation 1 - Advanced ML Track

  • ML Algorithms - Ensemble, Bagging, Boosting, KNN, SVM 
  • Advanced ML - Naïve Bayes, Recommendation Engine 
  • Introduction to Neural Network and AI 
  • Computer Vision 
  • NLP and Text Analytics

Module 7- Specialisation 2 - Data Analytics & ML Track

  • ML Algorithms - SVM, Association Rules 
  • Practice Projects on ML 
  • Big Data & Hadoop Framework 
  • Machine Learning with Spark 
  • Advanced SQL

Module 8 - Capstone Project

Module 9 - Career Services

Admission details

Given below are the steps to enroll in the Post Graduate Program in Data Analytics & Machine Learning Live Course:

Step 1: Go to the official website by clicking on the URL given below -https://imarticus.org/post-graduate-program-in-data-analytics-and-machine-learning/

Step 2: Click on the 'Apply Now' option on the page.

Step 3: Enter your name, email id, and other credentials to proceed.

How it helps

The Post Graduate Program in Data Analytics & Machine Learning Certification Benefits are given below:

  • The course will equip learners with the foundational aspects of machine learning and data analytics.
  • Through a series of real-world case studies, Capstone projects, and expert mentorship, learners will be proficient in skills required for the roles of data scientists or data analysts.
  • After acquiring industry-specific skills through the course, learners will get an opportunity to explore different career opportunities through a specialized placement portal.

FAQs

How will the course materials be provided?

Apart from the live lectures, students will get access to recorded lectures, student notes, practice projects, quizzes, and other study materials.

Is there any eligibility criteria to access the placement aid?

Yes, in order to qualify for placement services, students should score at least 60% overall, pass all mock interviews and the Capstone project evaluation along with a minimum of 80% attendance for each module.

What do you mean by hackathon?

Hackathon is an online competition where different candidates compete by solving business problems within a given time frame.

Will there be program mentors for students?

Yes, all students enrolled in the Post Graduate Program in Data Analytics & Machine Learning Course will be assigned a program mentor who will be responsible for discussing their course progress, grades, attendance and connects them to industry mentors.

On which platform is the Post Graduate Program in Data Analytics & Machine Learning Live Course available?

The Post Graduate Program in Data Analytics & Machine Learning Online Course is available on the Imarticus online platform.

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