Advance Data Science – SkillVertex

Things you will learn

Learn to handle hardware and OS using Linux
Get control of your projects using YARN, GitHub and Git Bash
Kickstart your learning by getting an understanding of the Python language
Establish your mastery of Data Science and Analytics techniques using Python programming
Learn Maths and Statistics concepts required to work with data
Master machine learning techniques, including supervised and unsupervised learning and hands-on modeling
Understand the concepts of NLP, Deep-learning, Data Visualization and Analytics
Intern with us on live projects.

Key highlights

48+ hours of video lectures
Lifetime LMS access for study contents
Study on mobile or laptop
Live or recorded sessions
Dedicated mentorship assistance
Industrial projects (1 minor+1 major)
Certificate of completion
Internship opportunities

Tools you can work hands on

Data Science

Program Contents

Module 1 - Linux Operating System

Module 2 - GIT

Module 3 - Python for Data Science

Module 4 - Statistics

Central tendency
Variability
Hypothesis testing
Anova
Correlation
Regression
Probability definitions and notation
Joint probabilities
The sum rule, conditional probability, and the product rule
Bayes theorem

Module 5 - Introduction to Machine Learning

Module 6 - ML Predictive Algorithms

Module 7 - Data Science using PySpark

Introduction to Big Data and Apache Spark
Apache Spark framework and RDDs
PySpark SQL and Data Frames
Introduction to Hive

Module 8 - Data Visualisation using Tableau

Introduction to data visualization
Architecture of Tableau
Working with metadata and data blending
Creation of sets
Working with filters
Organizing data and visual analytics
Working with mapping
Working with calculations and expressions
Working with parameters
Charts and graphs
Dashboards and stories
Tableau Prep
Integration of Tableau with R

Module 9 - Data Analysis using MSExcel

Entering data
Referencing in formulas
Name range
Understanding logical functions & conditional formatting
Important formulas in Excel
Working with Dynamic table
Data transformation for analysis
Working with charts for data visualization
Pivot tables in Excel
Working with Macros in Excel and working with VBA

Module 10 - Data Wrangling using SQL

Introduction to SQL
Database normalization and entity-relationship model
SQL operators
Working with SQL: Join, tables, and variables
Deep dive into SQL
SQL Functions
Working with Subqueries
SQL views, functions, and stored procedures

Module 11 - Deep Learning using TensorFlow

Introduction to Deep Learning and Neural Networks
Multi-layered Neural Networks
Artificial Neural Networks and various methods
Deep Learning libraries

Module 12 - Natural Language Processing

Overview of Natural Language Processing and text mining
Text mining, cleaning, and processing
Text classification
Sentence structure, sequence tagging, sequence tasks, and language modelling
Introduction to semantics and vector space models
Dialog systems

Advance plans

Choose your plan of action. Grow and ace with us.

₹ 30,000

PRO

Save up to 30% each month

Live sessions
Recorded video lectures
Direct mentoring
Doubt clearing sessions
Industrial projects
Certifications
Personality development
Resume building
Internship assistance

Duration: 4 months

₹ 35,000

PREMIUM

Save up to 30% each month

Live sessions
Recorded video lectures
Direct mentoring
Doubt clearing sessions
Industrial projects
Certifications
Personality development
Resume building
Internship opportunities
Aptitude grooming
Group discussion
Placement assistance

Duration: 5 months

Capstone projects

Undergo practical learning and work on real time projects

Build Data Science Project using Capstone

Warranty Cost prediction

Daily Twitter Data Analysis for a Product

Natural Language Processing

Certification

For your dedication and commendable efforts to learning, for completion of the training as well as the projects accurately and within the timelines given, you earn industry-recognized certifications.

Who provides the certification?

On successful completion of your program, you are eligible to receive a certificate of completion from SkillVertex

How long is the certification valid for?

By taking an upskilling program with SkillVertex and completing your program, you get your certification which has validity of a lifetime.

How can I avail my certificate?

After completion of your program of entire training module and assessments, you are eligible to obtain your certificate from SkillVertex.

Testimonials

What our Students say about us

What are the available modes of payment?

As a user, you can avail a the payment mode of your choice. The available modes are: UPI, debit/credit card, No cost EMI, Netbanking/Mobile banking.

What is the duration of the programs?

When enrolling into SkillVertex’s training upskilling programs, you are associated with us for a duration of 2 months. Where as, with SkillVertex’s Advance Upskilling programs, you are associated with us for a duration of 5 months.

Who will I be mentored by?

At SkillVertex, you are mentored by industry experts who have been/are working in the industry for a decent time and have a strong grasp in their domain of expertise. The process is tailored to provide concept clear training and practical hands-on learning during your upskilling journey.

Is there any option of easy monthly installments to avail my program?

With No cost EMI as a mode of payment, you can easily avail the same if you qualify a basic eligibility criteria.