With the outbreak of COVID-19, a pandemic declared by the World Health Organization (WHO), social distancing and isolation measures have been put in place by most countries. This has caused a significant disruption to the provision of education services. The method and mode of teaching and learning will change drastically. Online learning and teaching will become new normal. To help ensure continuity in education and training activities, we have launched an ONLINE SUMMER BOOT CAMP – PYTHON WITH AI/ML
The goal of this certification course is to provide an introduction to Python and its applicability in AI/ML. The course will discuss topics necessary for the participant to be able to create and execute Python programs, in the context of AI/ML. The lectures and presentations are designed to provide knowledge and experiences to students that serve as a foundation for continued learning of presented areas.
There are two levels of this course
Level 1 – Programming with PYTHON – 10 Hours (2 hours per session)
Session 1
– Technology Trends, career scope and Industry perspective
– Demystifying various terms – data analytics, data science, AI, ML , Deep learning । Introduction to Python
– Why python, use cases | Setting up the environment and write your first program
– Python data types and functions
Session 2
– Dictionaries, Strings | Conditional formats, Loops
– Lamda, zip and filters | Introduction to Python modules
– User defined functions
Boot Camp price for Level 1 & 2 - 150 USD
Individual price :
Level 1 - 100 USD, Level 2 - 100 USD
For queries call +91-9886002685 or +1-805-490-3842 | Email – hello@digitagetech.com
Boot camp highlights
- Duration: 20 hours of 10 interactive sessions (Mon-Wed-Fri)
- We will send details of program over email
- Additional offline support for practice and project development
- Electronic copy of reading/ reference materials
- On successful completion of boot camp, Certificate of Completion from DigitAge Technologies will be issued
Session 3
– Object oriented programming with Python | Exception handling
– Regular expressions | Working with External modules in Python
Session 4
– Handling data with Python | Reading and writing Files – Text, binary
– Dealing with Excel Pandas | Reading and writing data from SQLlite and My Sql
– NO SQL data with Mongo DB
Session 5
– Web scraping using BeautifulSoup | Visualization
– Data Visualization with Matplotlib | Project case study Presentation
– Breaking down the components of the project
Level 2 –AI/ML using PYTHON – 10 Hours (2 hours per session)
Session 1
– Introduction to Machine learning algorithms | Classification vs regression
– Machine learning and deep learning | Various python modules for ML, DL- e.g. Scikit-learn, Numpy
– Linear Regression
Session 2
– Logistic regression | Clustering, KNN, hierarchical
– Regression and clustering using Support Vector Machine (SVM)
Session 3
– Time Series modeling, Moving Average (MA), AR
– Decision Tree, Random Forest
Session 4
– TextMining | Natural Language Processing (NLP)
– Developing code using nltk | Weaknesses of ML
– Introduction to Artificial Neural networks (ANN)
Session 5
– Recurrent Neural Network & Convolutional NN
– Tensor flow and keras
– Project case study Presentation
– Breaking down the components of the project
Jayashree Kar, Founder & Director of DigitAge Technologies
- Masters degree with 28+ years of IT experience
- Subject matter expertise in Data Analytics, AI, ML, Big data
- A hard-core technologist (TOGAF certified) & hands-on programmer, specialized in architecture consulting, Integration services and Quality engineering
- Specialized in Java full stack, Android, R, PYTHON, Andriod, Mongo and Hadoop
- Diversified, global experience working across multinational IT organizations (Cap gemini, Toyota, HP, Ford, Premera BCBS) and Indian IT giants (Wipro, Mindtree & TCS)
- Passion for new technology, programming and teaching
- Known for setting up new technology organizations, COEs