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Things you will learn

Key highlights

Tools you can work hands on

Data Science

Program Contents

  • Installing Linux on VirtualBox
  • Basic Linux Commands
  • Security and Networking
  • Using CLI
  • Linux Editors
  • Remote Controlling of a System
  • Setting up and using YARN
  • Advanced Linux Concepts
  • Version Control
  • Types of Version Control System
  • Introduction to SVN
  • Introduction to Git
  • Git Lifecycle
  • Common Git commands
  • Working with branches in Git
  • Merging branches
  • Resolving merge conflicts
  • Git workflow
  • Python Refresher
  • Python Basics
  • Python Data Structures
  • Python Programming Fundamentals
  • File handling in Python
  • Numpy
  • Pandas
  • SciPy
  • Matplotlib
  • Seaborn
  • 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
  • Supervised Learning
  • Classification
  • Regression
  • Estimation
  • Unsupervised Learning
  • Clustering
  • Prediction
  • Reinforcement Learning
  • Decision Making
  • Linear Regression
  • Logistic Regression
  • Linear Discriminant Analysis
  • Classification and Regression Trees
  • Naive Bayes
  • K-Nearest Neighbors (KNN)
  • Learning Vector Quantization (LVQ)
  • Support Vector Machines (SVM)
  • Random Forest
  • Introduction to Big Data and Apache Spark
  • Apache Spark framework and RDDs
  • PySpark SQL and Data Frames
  • Introduction to Hive
  • 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
  • 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
  • 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
  • Introduction to Deep Learning and Neural Networks
  • Multi-layered Neural Networks
  • Artificial Neural Networks and various methods
  • Deep Learning libraries
  • 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

Duration: 4 months

₹ 35,000

PREMIUM

Save up to 30% each month

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.

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

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

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

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.

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.

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.

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