Priya Dogra

Data Science with Python Course Training in Mohali and Chandigarh

Itronix Solutions, Data Science in Python training Course in Mohali and CHandigarh. Will let you learn about influential ways to store and manipulate data and to start your career in Data science and analysis.. Itronix Solutions provides Data Science Training in Chandigarh Mohali from Data Science Professionals . Data Science with Python will give you skills to analyse various formats of data.This Course will provide you Skills to kickstart your career in Data Science fields as  Data Scientist.

Data Science

Data science is a collection of technologies like R, SAS, Hadoop, and Machine Learning that helps to drive business insights and perform critical data analysis of all kind of.Enterprises and businesses Data Science used for ETL (Extract , Transform , Load).of large data sets using different techniques.Data analytics is the fastest emerging technology across the globe. Data Science is producing jobs with high salary packages .

Data Science in Python Courses in Mohali and Chandigarh 

Data Science Course Content:

Module1: Introduction

•   What Data Science?
•   Common Terms in Analytics
•   Analytics vs. Data warehousing, OLAP, MIS Reporting
•   Relevance in industry and need of the hour
•   Types of problems and business objectives in various industries
•   How leading companies are harnessing the power of analytics?
•   Critical success drivers
•   Overview of analytics tools & their popularity
•   Analytics Methodology & problem solving framework
•   List of steps in Analytics projects
•   Identify the most appropriate solution design for the given problem statement
•   Project plan for Analytics project & key milestones based on effort estimates
•   Build Resource plan for analytics project
•   Why Python for data science?

Module2:Core Python

•   Overview of Python- Starting with Python
•   Introduction to installation of Python
•   Introduction to Python Editors & IDE’s(Canopy, pycharm, Jupyter, Rodeo, Ipython etc…)
•   Python Syntax
•   Variables & Data Types
•   Operators
•   Conditional Statements
•   Working With Numbers & Strings
•   Collections API
•   LISTS
•   TUPLES .
•   DICTIONARY   
•   Date and Time
•   Function & Modules
•   File handling
•   Exception Handling
•   OOPS Concepts in python
•   Regular Expression

Module 3: Python Libraries for Data Science

•   Numpy
•   Scify
•   pandas
•   scikitlearn
•   statmodels
•   nltk

Module 4: Python Modules for Access, Import/Export Data

•   Importing Data from various sources (Csv, txt, excel, access etc.)
•   Database Input (Connecting to database)
•   Viewing Data objects – subsetting, methods
•   Exporting Data to various formats
•   Important python modules: Pandas, beautiful soup

Module 5: Data Manipulation, Cleansing and Munging

•   Cleansing Data with Python
•  Data Manipulation steps (Sorting, filtering, duplicates, merging, appending, subsetting, derived variables, sampling, Data type conversions, renaming, formatting etc.)
•   Data manipulation tools (Operators, Functions, Packages, control structures, Loops, arrays etc.)
•   Python Built-in Functions (Text, numeric, date, utility functions)
•   Python User Defined Functions
•   Stripping out extraneous information
•   Normalizing data
•   Formatting data
•   Important Python modules for data manipulation (Pandas, Numpy, re, math, string, datetime etc.)

Module 6: Data Analysis and Visualization

•   Introduction exploratory data analysis
•   Descriptive statistics, Frequency Tables and summarization
•   Univariate Analysis (Distribution of data & Graphical Analysis)
•   Bivariate Analysis(Cross Tabs, Distributions & Relationships, Graphical Analysis)
•   Creating Graphs- Bar/pie/line chart/histogram/ boxplot/ scatter/ density etc.)
•   Important Packages for Exploratory Analysis(NumPy Arrays, Matplotlib, seaborn, Pandas and scipy.stats etc.)
•   Data visualization with tableau.

Module 7: Statistics

•   Basic Statistics – Measures of Central Tendencies and Variance
•   Building blocks – Probability Distributions – Normal distribution – Central Limit Theorem
•   Inferential Statistics -Sampling – Concept of Hypothesis Testing
•   Statistical Methods – Z/t-tests( One sample, independent, paired), Anova, Correlations and Chi-square
•   Important modules for statistical methods: Numpy, Scipy, Pandas

Module 8: Predictive Modeling

•   Concept of model in analytics and how it is used?
•   Common terminology used in analytics & modeling process
•   Popular modeling algorithms
•   Types of Business problems – Mapping of Techniques
•   Different Phases of Predictive Modeling

Module 9: Data Exploration for Modeling

•   Need for structured exploratory data
•   EDA framework for exploring the data and identifying any problems with the data (Data Audit Report)
•   Identify missing data
•   Identify outliers data
•   Visualize the data trends and patterns

Module 10: Data Preparation

•   Need of Data preparation
•   Consolidation/Aggregation – Outlier treatment – Flat Liners – Missing values- Dummy creation – Variable Reduction
•   Variable Reduction Techniques – Factor & PCA Analysis

Module 11: Solving Segmentation Problems

•   Introduction to Segmentation
•   Types of Segmentation (Subjective Vs Objective, Heuristic Vs. Statistical)
•   Heuristic Segmentation Techniques (Value Based, RFM Segmentation and Life Stage Segmentation)
•   Behavioral Segmentation Techniques (K-Means Cluster Analysis)
•   Cluster evaluation and profiling – Identify cluster characteristics
•   Interpretation of results – Implementation on new data
•   Interpretation of Results – Business Validation – Implementation on new data

WHY CHOOSE US FOR Data Science TRAINING IN MOHALI?

Data Science Training in Mohali  can become the best career option for students and it has some reason to sat this phrase.

• We provide flexible class timings according to student’s convenience and availability.
• We support any training with more practical sessions & real-time scenarios.
• Our way of training makes the student capable of working on live projects & latest technologies.

ITRONIX TRAINER’s PROFILE FOR Data Science TRAINING IN MOHALI.

Data Science trainers at ITRONIX SOLUTIONS:

• Our Expertise is fully up-to-date in the subjects & have hands-on experience in real-world industry application.
• Have received awards and recognition from our partners and various recognized IT Organizations.
• Our expertise is certified in their particular field.
• Have received awards from top leading brands & our partner like Google, IBM, Microsoft & Intel.
• Our trainer for this Data Science Training has hands-on experience in Data Science, including an immense year of experience teaching Data Science for entrepreneurs and professionals.

ITRONIX’S Placement Assistance

Being one of the top Data Science Training Institute and a Certified Google Partner, Itronix Solutions deals with 100% Job Placements for Eligible Students after successful completion of the course.

• ITRONIX helps in Learn how to keep yourself updated with latest trends and technologies.
• ITRONIX helps in updating your resume according to the job requirement
• ITRONIX helps in sorting and training the candidates according to company requirement.
• ITRONIX helps in Interview Training Questions and Answers, Spoken English, Group Discussions, Mock Interviews, Presentation skills to prepare students to face a challenging interview situation with ease.
• ITRONIX helps in providing placement assistance in top IT FIRMS like Google, Facebook, Sasken, Amazon, HCL, TCS, Infosys, Wipro, Intel, Robert Bosch, Mindtree, Accenture and many more.

ITRONIX SOLUTIONS Course duration for Data Science Industrial Training in Mohali

• Fast Track Training Program (6+ hours daily)
• Regular Classes(Morning, Daytime & Evening)
• Weekend Training Classes(Saturday, Sunday & Holidays)

Top 25 Reasons to Choose ITRONIX for Data Science Training in Mohali

• Data Science training in Mohali is designed according to current IT field scenarios.
• We offer the best Data Science training and placement in Mohali with well-defined training modules & curriculum
• We facilitate regular, weekend and personal Data Science training in Mohali.
• We have one of the biggest team of certified expertise with 7+ years of real industry experience.
• Mentors of Data Science training in Mohali helps in major project training, minor project training, live project preparation, interview preparation, and job placement support.
• Smart labs with fully equipped &latest equipment’s.
• 24×7 lab facility. Students are free to access the labs for an unlimited period of hours as per their own preferred timings.
• Smart classrooms fully equipped with projectors, live racks, Wi-Fi connectivity, digital pads. We have the latest labs equipment.
• Weekly Group Discussions.
• On training included mock test series, interview preparation, group discussions
• Free of cost weekly seminars on personality development & personal presentation.
• A series of Study Material provided: Books, PDF’s, Video Lectures, Sample questions, Interview Questions (Technical and HR), and live Projects.
• PG/Flats facilities available at Rs.4,500/- per month for Data Science training in Mohali.
• 24*7 assistance from our expertise.
• Globally recognized course completion certification.
• Extra Time Slots (E.T.S.) for Practical ’s, Absolutely Free.
• Doubt Sessions on weekends.
• The ability to retake the class at no-charge as often as desired.
• One-on-One attention and guidance by our trainers.
• Instructors help students to take knowledge of complex technical concepts.
• Payment options: Cheque, Cash, Credit Card, Debit card, Net Banking, Paytm, Google Pay.
• We are committed to helping students achieving their desired goals
• Our years of experience helps us in delivering true value solutions to students, professionals, and entrepreneurs.
• Success in ITRONIX SOLUTIONS gives students admission to the world’s best MNC’s
• ITRONIX SOLUTIONS is passionate about the education of students, this factor makes us an extremely popular & first choice for learners.