Python for Data Science Foundation

Certification by GRADSKEY

  • Foundation
  • Medium
  • Certificate
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Python for Data Science Foundation

Syllabus

65 hours of intractive online class.

 

Module 1: Python Programming Fundamentals

Python Syntax, Variables, and Data Types

Control Structures and Loops

Functions and Modules
File Handling and Exception Management

Module 2: Data Structures in Python

Lists, Tuples, and Sets

Dictionaries and Nested Structures

String Manipulation Techniques and  Comprehensions and Iterators

Module 3:Numerical Computing with NumPy

Introduction to NumPy Arrays

Array Operations and Broadcasting
Mathematical and Statistical Functions and Data Manipulation with NumPy

Module 4: Data Analysis with Pandas

Series and DataFrames

Data Import and Export

Data Cleaning and Transformation

Data Aggregation and Grouping

Module 5:Data Visualization

Introduction to Matplotlib

Creating Charts and Graphs

Data Visualization Best Practices

Interactive Visualization Basics

Module 6:Exploratory Data Analysis

Data Profiling and Summary Statistics

Handling Missing Values and Outliers

Correlation and Trend Analysis

EDA Case Study

 

Module 7: Introduction to Machine Learning

Machine Learning Concepts and Workflow

Data Preparation for ML

Supervised Learning Fundamentals

Model Evaluation Basics

Module 8:Data Science Mini Project
 

Problem Definition and Dataset Selection

Data Cleaning and Analysis

Visualization and Insights Generation and Project Presentation and Assessment

Instructor

Corporate Instructors

From Premier Companies.

“Instructors are from Corporate – Software Engineers from premium companies, working on the cutting-edge technologies and Java on a day to day basis..”

IIT Mentor

Dr. Ranganathan has done his PhD from Clarkson University, USA. With 25+ years of experience, he is skilled and experienced to ideate, research, implement, lead and build end to end products that use data driven models for providing insights, fault diagnosis, closed loop control actions. His Specialties are: Machine learning, Process Control, algorithm development, Advanced Process Control, Model Predictive Technology, Fault detection and diagnosis, Applied Optimization.
Dr. Ranganathan
Adjunct Professor at IIT Madras, Ex-Fellow at Honeywell

What Our Learners Say

The finest course I've found is this one coached by Gradskey, and it's really helping me improve my coding abilities. This course teaches us how to incorporate algorithms and real-world problems into codes, which will help us find career with a recognized company that offers premium benefits.Thanks SRM University for adding this course into our curriculum.
Rohit Kumar
Rohit KumarSRM, AP
My experience at GradsKey was amazing. Their DSA course covers all the topics that are required for the Software Industry. The difference between this platform and the others as per my experience is the essence of communication and also the best and experienced mentors. In my opinion, after joining this program you will not regret it. I personally feel more confident in DSA after joining this platform.
Satyam Mishra
Satyam Mishra Indian Institute of Information Technology, Kota, Jaipur.
The systems to attain the goals are more impactful and result in actual progress. GradsKey helps the users build good systems and discipline in programming that will help them sustain their careers for a long time. This is a great blessing for students to seek feedback and improve continuously. For those who have already built a great system and discipline to think and execute programming in a structured way, this platform offers industry entry points to shine further.
Parthasarathy
ParthasarathyTechnology Leader, Lululemon.
Gradskey instructors are teaching us every concept and their approach is good. we are improving our coding skills by this course.
Sriya
SriyaSRM, AP
GradsKey provides platform for students to build strong technical skill, great foundation for bright career by providing ideas, guidance, mentorship, industry connect and hands on experience for real life problems there by connecting the theory and practical aspects which is the fundamental gap we have today.
Radhakrishnan
RadhakrishnanSystems Manager, Wipro.

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