Course Description
Data Science is a method of huge data analysis that automates analytical model building. It is a branch of artificial intelligence. A lot of opportunities are out there in the field of ml and AI in India. People already using ml in the field of image processing, pattern analysis, marketing, data analysis having a pretty good future in India. The Machine Learning sessions provide the participants technical training on the concepts and Machine Learning algorithms to develop the code. Participants will also learn to use different Python libraries. Instruction cum aided with live projects which will allow students to grasp concepts of the complete data science development life-cycle.
Technologies and Tools Covered
- Anaconda Navigator & Numpy
- Python Programming Language
- Python Packages/ Libraries
- SVM and NN Algorithm
LEARNING PATH
Python Programming and Numpy
Python a Powerful language and user-friendly and it’s mostly used for most applications like Machine Learning, Deep Learning, Internet of Things, BlockChain.
This session helps the participants to completely work on Python Programming and python libraries/ packages which are mainly used in machine learning.
| SESSION | CLASS TOPICS |
| 1 | Basics of python programming |
| 2 | Pandas library |
| 3 | NumPy library |
Data Science and Algorithm Development
| Session | Class Topics |
| 1 | Introduction to Google Colab Notebook, Basic Library Packages |
| 2 | Introduction to Numpy, Pandas and its Working |
| 3 | Introduction to Matplotlib, OpenCV and its Working |
| 4 | Introduction to Skitlearn, Keras, and TensorFlow |
| 5 | Building an SVM (ML Algorithm) and Artificial Intelligence Neural Network |
Training Methodology
The Program is a mix of Theory sessions, Hands-on Sessions, Liver Interaction with Experts, Assignments, and Practical Exercises. Maximum Impetus is given to Hands-on Sessions so as to enable the participants with the maximum knowledge transfer and satisfaction. The ratio of the theory, practical sessions will be 30:70.
Program Advantage
● Code with Explanations
Learn everything about data science using python programming and neural network algorithms, with a well-structured curriculum & detailed explanation of the code.
● Assignments
Work on various assignments which will be graded by our Trainer.
● Projects
Solve real-world problems as part of projects and receive valuable feedback from our trainer.
