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DATA SCIENCE WITH PYTHON

Data Science with Python Course in Chennai

If you're looking for a comprehensive Data Science with Python course in Chennai, Izeon IT Trainings offers a top-tier program that keeps you up-to-date with the latest trends and equips you with hands-on experience. Our Data Science training is designed for individuals who are serious about launching a successful career in this fast-growing field.

At IT Trainings , you'll receive expert instruction from seasoned data science professionals, covering everything from the basics to advanced techniques. Our well-structured curriculum ensures you gain the practical skills needed to excel in the industry. Upon completion, you will earn a professional certification, demonstrating your expertise and readiness to take on the dynamic challenges of data science.

Enroll today and start your journey toward becoming a certified data science professional with Izeon IT Trainings!

Overview of Data Science with Python

The Data Science with Python course equips you with the skills and knowledge to master Python programming for data science applications. Throughout this course, you'll explore key concepts such as data analysis, data visualization, data wrangling, feature engineering, and statistical analysis. You'll gain hands-on experience with essential tools and libraries, enabling you to process, analyze, and interpret complex datasets efficiently.

By the end of this course, you'll be proficient in utilizing Python for real-world data science projects, making data-driven decisions, and implementing machine learning techniques.

Skills Covered: Python Programming for Data Science Data Manipulation and Cleaning (Pandas & NumPy) Data Visualization (Matplotlib, Seaborn) Exploratory Data Analysis (EDA) Feature Engineering and Data Transformation Statistical Analysis and Hypothesis Testing Machine Learning Basics (Scikit-learn) Working with Large Datasets and Automation

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Eligibility

The need for professionals skilled in data science with Python programming knowledge has surged, making this course suitable for participants at every experience level. Whether you're an analytics professional looking to delve into Python, a software or IT professional exploring analytics, or anyone with a genuine interest in data science, this course is designed for you.

Pre-requisites

Learners need to possess an undergraduate degree or a high school diploma. Additionally, a curiosity for data analysis and a desire to explore the applications of Python in the field of data science is highly encouraged.

Data Science with Python

• Introduction to the Course
  • Lesson 01 - Course Introduction
    • 01 Course Introduction
    • 02 What you will Learn
  • Lesson 02 - Introduction to Data Science
  • Lesson 03 - Essentials of Python Programming
  • Lesson 04 - NumPy
  • Lesson 05 - Linear Algebra
  • Lesson 06 - Statistics Fundamentals
  • Lesson 07 - Probability Distribution
  • Lesson 08 - Advanced Statistics
  • Lesson 09 - Pandas
  • Lesson 10 - Data Analysis
  • Lesson 11 - Data Wrangling
  • Lesson 12 - Data Visualization
  • Lesson 13 - End to End Statistics Application with Python

Free Course

• Math Refresher
  • Lesson 01: Course Introduction
  • Lesson 02: Probability and Statistics
  • Lesson 03: Coordinate Geometry
  • Lesson 04: Linear Algebra
  • Lesson 05: Eigenvalues Eigenvectors and Eigen decomposition
  • Lesson 06: Introduction to Calculus

Statistics Essential for Data Science

• Math Refresher
  • Lesson 01: Course Introduction
  • Lesson 02: Introduction to Statistics
  • Lesson 03: Understanding the Data
  • Lesson 04: Descriptive Statistics
  • Lesson 05: Data Visualization
  • Lesson 06: Probability
  • Lesson 07: Probability Distributions
  • Lesson 08: Sampling and Sampling Techniques
  • Lesson 09: Inferential Statistics
  • Lesson 10: Application of Inferential Statistics
  • Lesson 11: Relation between Variables
  • Lesson 12: Application of Statistics in Business
  • Lesson 13: Assisted Practice

Benefits of Data Science with Python

We're delighted to have you here for this Data Science program, crafted in partnership with IZEON IT TRAINING. Let's begin our exploration of the vast realm of data science together.

• High Demand: Data Science professionals are in high demand across various industries, ensuring numerous job opportunities.
• Competitive Salaries: Data Scientists and Analysts often command high salaries due to their specialized skills.
• Versatility: Python is a versatile language that is widely used in data science, making it a valuable skill for various applications.
• Comprehensive Libraries: Python offers a rich set of libraries and frameworks such as Pandas, NumPy, and Scikit-learn, which simplify data analysis and machine learning tasks.
• Community Support: Python has a large and active community, providing extensive resources and support for learners and professionals.
• Career Growth: Mastering data science with Python opens up numerous career advancement opportunities in fields like AI, machine learning, and big data.
• Flexibility: Python's simplicity and readability make it an excellent choice for both beginners and experienced programmers.
• Interdisciplinary Applications: Data Science with Python can be applied in various fields such as healthcare, finance, marketing, and more, making it a versatile career choice.
• Problem-Solving Skills: Learning data science with Python enhances your analytical and problem-solving skills, which are valuable in any profession.
• Innovation: Data Science drives innovation by enabling data-driven decision-making and uncovering insights that can lead to new products and services.

Data Science with Python

At Izeon IT Training, we offer flexible schedules to accommodate the needs of all our students. Below is the schedule for our Data Science with Python Classroom Training. If the provided timings do not fit your availability, please feel free to reach out, and we'll be happy to arrange an alternative that works best for you.

Date	Days	Time (IST)	Batch Type	Duration per Session	Fees
10/11/24	Mon - Fri	10:00 AM	Weekdays Batch	1.3 - 2 hrs	Get Fees
22/11/24	Mon - Fri	10:00 AM	Weekdays Batch	1.3 - 2 hrs	Get Fees
22/11/24	Sat - Sun	10:00 AM	Weekend Batch	3 hrs	Get Fees

Benefits in IZEON

Free Demo Class Available

if you're looking for a demo class for a specific service or educational program, you should reach out directly to the organization or individual providing the classes.

Industry Expert Faculties

Industry expert faculties are individuals who bring real-world, practical experience and expertise to the educational setting.

100 % Job Oriented Training

Educational or training program that is designed to equip students with the skills and knowledge necessary to secure employment in a specific industry or field.

Certification Guidance

Certificates can be awarded for completing educational programs, training courses, or demonstrating proficiency in a particular skill or technology.

Why to Choose Us

Our courses catalogue enable individuals and teams to perform.

At Izeon IT Training, we offer flexible options to suit your schedule—classroom or online, weekday or weekend, and regular or fast track. Choose what works best for you!

Flexible timings

At Izeon IT Training, we offer competitive course fees with the added benefit of flexible installment payment options. Our goal is to provide high-quality training at an affordable price, making professional development accessible to everyone.

Affordable Fees

At Izeon IT Training, learn from industry experts and receive personalized mentorship to enhance your skills, ensuring you're ready for real-world challenges.

Corporate Expert Trainer

Izeon IT Training offers professional certification upon course completion. Additionally, our students are well-prepared to clear global certifications, with a remarkable 72% of our students opting for these certifications and achieving a 100% success rate.

Certificate

Gain hands-on experience by working on real-time projects that enhance your skills. Showcase your project work to boost your resume and increase your chances of securing your ideal job!

LIVE Project

We have established partnerships and signed MOUs with over 2000+ small and medium-sized companies, providing you with ample opportunities to kick-start and advance your career.Enrolling your employees in this course will equip them with essential data science skills, empowering them to drive innovation and enhance business performance.

Placement Support

• Data Science : Python

  ⏷

  Python

  Acquire proficiency in both procedural and object-oriented programming

  ◈  Introduction to Python

  ◈  Type Casting and String

  ◈  Operators and Conditional statement

  ◈  Loops and Function

  ◈  Data Structure of Class

  ◈  Exceptional Handling

  ◈  Regex

  ◈  Numpy and Pandas

  ◈  Matplotlib and Seaborn

  ◈  Exploratory Data Analysis

• Data Science : SQL

  ⏷

  Structured Query Language ( SQL )

  Attain a thorough grasp of databases and their interconnections

  ◈  CRUD Operations

  ◈  Group Function and Join Queries

  ◈  Table Constraints

  ◈  Cursors Method

  ◈  String Tranformation and Regex

  ◈  Data Time Manipulation

  ◈  Data Modeling

  ◈  CTE

  ◈  Stored Procedures

• Data Science : Maths and Stats

  ⏷

  Maths and Statistics

  Master the fundamentals of statistics for Data Science

  ◈  Vectors

  ◈  Matrices

  ◈  Linear Equation

  ◈  Calculus

  ◈  Sample vs population

  ◈  Probability

  ◈  Types of Distribution

  ◈  Central limit Theorem

  ◈  Hypothesis testing

  ◈  Skewness and kurtosis

• Data Science : Artificial Intelligence

  ⏷

  Artificial Intelligence ( AI )

  Establish a foundational understanding of artificial intelligence and generative AI models

  ◈  Introduction to AI

  ◈  Intro to Machine Learning

  ◈  what is data ?

  ◈  Brief Intro to Machine Learining Algorithm

  ◈  Life Cycle of Data Science & ML Project

  ◈  Intro to Deep Learning

  ◈  Real world Implementation of AI

  ◈  Different Roles in Data Science

• Data Science : Machine Learning

  ⏷

  Machine Learning ( ML )

  Scrutinize the machine learning pipeline and attain a thorough comprehension of the essential processes integral to machine learning operations

  ◈  Feature Selection

  ◈  Simple Linear Regression

  ◈  Multiple Linear Regression

  ◈  Advanced Regression

  ◈  Logistic Regression

  ◈  KNN Algorithm

  ◈  Decision Tree

  ◈  Navie Bayes

  ◈  Clustering

  ◈  Ensemble ML Algorithm (Bagging & Boosting)

• Data Science : Deep Learning

  ⏷

  Deep Learning ( DL )

  Deep learning is a machine learning technique that attempts to improve decision-making

  ◈  Neural Network Module

  ◈  PyTorch Fundamentals

  ◈  Loss Function

  ◈  Activation Functions in neural

  ◈  Computer Vision Module

  ◈  Image Data Pre-Processing

  ◈  CNN with Fit generators

  ◈  OpenCV

  ◈  Image Segmentation

  ◈  NLP Module

  ◈  ANN & RNN & LSTM

  ◈  Time Series Module

  ◈  Stationarity

  ◈  Auto ARIMA, SARIMA & SARIMAX

• Data Science : Data Structure

  ⏷

  Data Structure and Algorithm

  Acquire the knowledge and techniques to scrutinize data and derive valuable insights

  ◈  Array

  ◈  Algorithms

  ◈  Linked List

  ◈  Stacks and Queues

  ◈  Recursion

  ◈  Tree

  ◈  Graphs

  ◈  Dynamic Programming

  ◈  Designing NLP algorithm

Data Analysis

Tools Covered

Roadmap for Data Science

Embark on Your Data Science Journey with Python

Data Science and Python are at the forefront of technological innovation, driving advancements in various industries. By 2025, expertise in Data Science with Python will be crucial for solving complex problems and making data-driven decisions, positioning you at the cutting edge of the tech world.

30%

Annual Job Growth By 2025

9.24K

Expected New Data Science Jobs By 2025

35K - 45K

Average Annual Salary

Get In Touch

City Centre, 66, 3rd Floor, Thirumalai Pillai Rd, T.Nagar, Chennai

+91 9843993136

bavya@izeoninnovative.com

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