Best Data Science Training in Mohali | Data Science Course in Mohali |  Data Science Training Institute in Mohali

 

Learn Data Science Training in Mohali with R, Python, Excel, SAS, and Tableau tool from Data Science Certified Experts. Call 9914077736 for more details about Data Science Course fees, Certification, Placements, Real-time Projects in Mohali City. We Rated as Best Data Science Training Provider in Mohali with 100% Job Assistance for our Students. In this course, we Cover Statistics, hypothesis testing, Machine Learning, AI Concepts, Deep Learning, Data Science algorithm, and Analytics Concepts.

Learn from Experts, Apply on Projects & Become Data Scientist

We offer the Best Data Science Training in Mohali with Python, R, SAS, and Excel, which provides real time exposure to statistics, deep learning, tensor flow, artificial intelligence and machine learning algorithm concepts. Our Data Science Training Course in Mohali includes concepts from statistics, computer science and software engineering. This will help you acquire the necessary skills to manage and analyze big data. Concepts like exploratory data analysis, statistical inference, machine learning and high dimensional data analysis are taught to provide complete understanding of the course.

Course Curriculum for Data Science Training in Mohali

Module 1: Introduction to Data Science 

• What is Data Science?
• What is Machine Learning?
• What is Deep Learning?
• What is AI?
• Data Analytics & it’s Types

Module 2: Introduction to Python  

• What is Python?
• Why Python?
• Installing Python
• Python IDEs
• Jupyter Notebook Overview
• Installing Jupyter Notebooks
• Python 2.7 vs Python 3
• Python Identifiers
• Various Operators and Operators Precedence
• Getting input from User, Comments, Multi line Comments.

Module 3:  Making Decisions and Loop Control

• Simple if Statement, if-else Statement
• if-elif Statement.
• Introduction to while Loops.
• Introduction to for Loops, Using continue and break

Module 4: Python Data Types: List, Tuples, And Dictionaries

• Python Lists, Tuples, Dictionaries
• Accessing Values
• Basic Operations
• Indexing, Slicing, and Matrixes
• Built-in Functions & Methods
• Exercises on List, Tuples And Dictionary

Module 5: Functions and Modules

• Introduction To Functions – Why
• Defining Functions
• Calling Functions
• Functions with Multiple Arguments.
• Anonymous Functions – Lambda
• Using Built-In Modules, User-Defined Modules, Module Namespaces,
• Iterators And Generators

Module 6: File I/O and Exceptional Handling

• Opening and Closing Files
• open Function, file Object Attributes
• Close() Method , Read, write, seek. Exception handling, the try-finally Clause
• Raising an Exceptions, User-Defined Exceptions
• Regular Expression- Search and Replace
• Regular Expression Modifiers
• Regular Expression patterns, re module

 Module 7: Numpy

• NumPy – Introduction
• NumPy – Environment
• NumPy – Ndarray Object
• NumPy – Data Types
• NumPy – Array Attributes
• NumPy – Array Creation Routines
• NumPy – Array from Existing Data
• Numpy – Array From Numerical Ranges
• NumPy – Indexing & Slicing
• NumPy – Advanced Indexing
• NumPy – Broadcasting
• NumPy – Iterating Over Array
• NumPy – Array Manipulation
• NumPy – Binary Operators
• NumPy – String Functions
• NumPy – Mathematical Functions
• NumPy – Arithmetic Operations
• NumPy – Statistical Functions,Sort, Search & Counting Functions
• NumPy – Byte Swapping
• NumPy – Copies & Views
• NumPy – Matrix Library
• NumPy – Linear Algebra

Module 8: Pandas

• Pandas – Introduction
• Pandas – Environment Setup
• Pandas – Introduction to Data Structures
• Pandas – Series
• Pandas – DataFrame
• Pandas – Panel
• Pandas – Basic Functionality
• Pandas – Descriptive Statistics
• Pandas – Function Application
• Pandas – Reindexing
• Pandas – Iteration
• Pandas – Sorting
• Pandas – Working with Text Data
• Pandas – Options & Customization
• Pandas – Indexing & Selecting Data
• Pandas – Statistical Functions
• Pandas – Window Functions
• Pandas – Aggregations
• Pandas – Missing Data
• Pandas – GroupBy
• Pandas – Merging/Joining
• Pandas – Concatenation
• Pandas – Date Functionality
• Pandas – Timedelta
• Pandas – Categorical Data
• Pandas – Visualization
• Pandas – IO Tools
• Pandas – Sparse Data
• Pandas – Caveats & Gotchas
• Pandas – Comparison with SQL

Module 9: Matplotlib

• What Is Python Matplotlib?
• Line Plot
• Bar Graph
• Histogram
• Scatter Plot
• Area Plot
• Pie Chart
• Working With Multiple Plots

Module 10: Importing data  

• Reading CSV files
• Saving in Python data
• Loading Python data objects
• Writing data to csv file

Module 11: Manipulating Data  

• Selecting rows/observations
• Rounding Number
• Selecting columns/fields
• Merging data
• Data aggregation
• Data munging techniques

Module 12: Statistics Basics  

• Central Tendency
  • Mean
  • Median
  • Mode
  • Skewness
  • Normal Distribution
• Probability Basics
  • What does mean by probability?
  • Types of Probability
  • ODDS Ratio?
• Standard Deviation
  • Data deviation & distribution
  • Variance
• Bias variance Trade off
  • Underfitting
  • Overfitting
• Distance metrics
  • Euclidean Distance
  • Manhattan Distance
• Outlier analysis
  • What is an Outlier?
  • Inter Quartile Range
  • Box & whisker plot
  • Upper Whisker
  • Lower Whisker
  • Scatter plot
  • Cook’s Distance
• Missing Value treatments
  • What is a NA?
  • Central Imputation
  • KNN imputation
  • Dummification
• Correlation
  • Pearson correlation
  • Positive & Negative correlation

Module 13: Error Metrics  

• Classification
  • Confusion Matrix
  • Precision
  • Recall
  • Specificity
  • F1 Score
• Regression
  • MSE
  • RMSE
  • MAPE

Top Reasons to join Itronix Solutions for Data Science Course in Mohali:

• We provide Data Science Training Video Tutorials of the classroom sessions, so in case if the candidate missed any class he/she can learn from those video tutorials by Er Karan Arora
• All our Data Science Training programs are based on Live Case studies and Industry Oriented Projects.
• Our training curriculum is approved by our Data Scientists and placement partners.
• Training/Coaching are going to be conducted on daily & weekly basis and conjointly.  We will customize the training schedule as per the candidate necessities.
• We have one of the biggest team of certified expertise with 8+ years of real industry experience.
• Training will be conducted by our Founder and Data Scientists.
• Our Labs are terribly well-equipped with upgraded version of hardware and software.
• Our classrooms are fully geared up with projectors, Smart Labs, Smart Tablets & Wi-Fi access.
• We provide free Personality Development classes which includes Fluency, Group Discussions, Job interviews Preparation & Presentation skills.
• You will get study material in form of E-Book’s, Jupyter Notebooks and 1500 Interview Questions.
• Worldwide Recognized Course Completion Certificate by IBM, once you’ve completed the course.
• Flexible Payment options such as Paytm, Cheques, Google Pay, Cash, Credit Card, UPI, Debit Card and Net Banking.
• Data Science Course in Mohali  is designed according to current IT Standards.
• We offer the best Data Science Training and Placement in Mohali with well-defined training modules & curriculum
• 24×7 lab facility. Students/Professionals are free to access the labs, Desktops for  as per their own preferred or suitable timings.

Trainer Profile for Data Science Training in Mohali

Our Trainers provide complete freedom to the students, to explore the subject and learn based on real-time examples. Our trainers help the candidates in completing their projects and even prepare them for interview questions and answers. Candidates are free to ask any questions at any time.

• More than 7+ Years of Experience.
• Trained more than 2000+ students in a year.
• Strong Theoretical & Practical Knowledge.
• Certified Professionals with High Grade.
• Well connected with Hiring HRs in multinational companies.
• Expert level Subject Knowledge and fully up-to-date on real-world industry applications.
• Trainers have Experienced on multiple real-time projects in their Industries.
• Up to Date on Latest Technologies like Cloud, Big Data Analytics, Machine Learning, Full Stack, Data Science, React Native, Angular, Amazon Web Service, Ethical Hacking, CCNA etc.
• Having 4+ Years of Corporate Training Experience
• Very Good Communication Skills and friendly teaching Tutor who understand the need of the Student.
• 100% Success rate on Batch Completion
• Data Science Specialist, Data Science Qualified Associate, and Data Science Certified Expert.
• Referred 1350+ Students in MNC Companies
• Expert in Preparing Skill and Experienced based Resume
• Having Strong Experienced in Banking, Telecom, E-Commerce Sectors
• Meet Our Best Data Science Trainer at our Itronix Solutions Branches
• To Talk to Our Classroom Instructor Please call us +91 99140 77736

Itronix Solutions Placement Assistance for Data Science Training in Mohali

Being one of the top Data Science Training Company in Mohali and a Certified Microsoft Authorized Education Partner, Cisco Partners, Intel Technology Provider, Google Certified Professionals & IBM Certified. Itronix Solutions deals with 100% Job Placements for Eligible Students after successful completion of the course.

• Itronix Solutions helps to keep you updated with latest trends and technologies.
• Itronix Solutions helps in updating your resume according to the job or company requirement
• Itronix Solutions helps in providing placement assistance in top IT FIRMS. Many of our alumni are working in ValueCoders, ArStudiouz, PixelCrayons,Prolitus, Space-O Technologies, Technostacks Infotech Pvt. Ltd, Focaloid Technologies,RIT Solution, iPraxa Inc, Webtunix AI TCS, Amazon, Facebook, Sasken, CrossML, Infosys, Google, Uber and Wipro