About the Program
Explore the Data Science Course at Innovate Technology Learning Center – your gateway to unlocking the insights hidden in data. Immerse yourself in a transformative journey where data analysis meets cutting-edge technology. In this comprehensive program, you’ll delve into the core concepts of data science, learning how to collect, clean, and analyze data to extract meaningful patterns and trends. Through hands-on projects, you’ll gain proficiency in using powerful tools and techniques to make informed decisions and predictions.
Why I Should Enroll for the Data Science Master Program?
Enrolling in Innovate Technologies’ Data Science Master Program offers a transformative opportunity. With data-driven decision-making at the forefront of today’s industries, this program equips you with in-demand skills, including data analysis, machine learning, and statistical modeling. It paves the way for career advancement and lucrative roles in diverse fields. You’ll develop strong problem-solving abilities, contribute to innovation, and gain a competitive edge. Real-world projects and networking opportunities enhance your practical knowledge and industry connections. This master’s program ensures you stay at the forefront of the rapidly evolving data science landscape, providing a secure path to a fulfilling and future-proof career.
What are the prerequisites for enrollment?
Innovate Technologies offers a welcoming environment with no prerequisites for enrollment. Our commitment to accessible education means that anyone with the passion and motivation to learn about cloud computing, data science, or full-stack development is encouraged to join our programs. Whether you’re a beginner looking to start your tech journey or an experienced professional seeking to upskill, our courses are designed to cater to diverse backgrounds and skill levels. We believe in fostering inclusivity and providing opportunities for all to thrive in the tech industry. Join us and embark on a transformative learning journey with no barriers to entry.
Data Science Masters Program Syllabus
❖ Introduction to Data Science and Python basics
❖ Python Variables, Operators and Data Types
❖ Control Statements
❖ Modules and Packages
❖ File Handling
Week 2 & 3
Data Manipulation and Cleaning
❖ Introduction to Numpy lib
❖ Numpy functions
❖ Introduction to Pandas
❖ Data Loading and Reading
❖ Data Cleaning and Preprocessing
❖ Data Transformation and Feature
Exploratory Data Analysis (EDA)
❖ Importance of EDA in Data Science
❖ Data Visualization Library – Matplotlib
❖ Data Visualization Library – Seaborn
❖ Introduction to Web Scraping
Week 5 & 6
❖ Supervised vs. Unsupervised Learning and RL
❖ Supervised Machine Learning Techniques
❖ Data Pre-processing Techniques
❖ Testing and Training Data
❖ Linear Regression
❖ Logistic Regression
❖ Decision Tree
❖ Random Forest
❖ Naïve Bayes Classification
❖ K Nearest Neighbor
❖ Support Vector Machine
Natural Language Processing
❖ Text Preprocessing and Tokenization
❖ Sentiment Analysis
❖ Text Classification
Unsupervised Machine Learning techniques
❖ Unsupervised Learning Using Clustering
❖ K Means Clustering
Week 10,11 & 12
❖ Introduction to Deep Learning
❖ Introduction to Neural Networks
❖ Single Layer Perceptron
❖ Multilayer Perceptron (MLP)
❖ Introduction to TensorFlow
❖ Understanding CNN
❖ Image Recognition
❖ Introduction to RNN
❖ LSTM – Long Short-Term Memory Networks
❖ Introduction to Reinforcement Learning (RL)
Data Visualization (Tableau or Power BI)
Data Science Training Schedule
Explore our comprehensive Data Science training program and discover the batch timings that best fit your schedule. Join us to embark on an exciting journey into the world of full-stack development and acquire valuable skills for your IT career.
|Mon (Mon – Fri)
|08:00 AM (IST)
|Thu (Mon – Fri)
|08:00 AM (IST)
|Sat (Sat – Sun)
|11:00 AM (IST)
|The batch is not accessible for you?
|Request A Batch
If you wish to provide your valued employees with an experience of trending technologies, we are here to assist you!
At Innovate Technologies, we understand that education is an investment in your future. As a testament to your dedication and hard work, we are proud to offer a valuable certification upon successful completion of our Data Science course.
Who can enroll in your IT courses?
Our courses are open to anyone interested in advancing their IT skills. Whether you’re a beginner or an experienced professional looking to upgrade your knowledge, there’s a course for you.
How do I enroll in a course?
To enroll in a course, simply visit our website, choose the course you’re interested in, and follow the enrollment instructions. You can also contact our admissions team for assistance.
Are your courses available online or in person?
We offer both online and in-person courses to accommodate different learning preferences. You can choose the format that suits your needs.
Do you provide certification upon course completion?
Yes, we offer certificates of completion for all our courses. These certificates are a valuable addition to your resume and can help you showcase your skills to potential employers.
Are your instructors experienced in the field?
Absolutely! Our instructors are highly qualified and have extensive experience in the IT industry. They are passionate about teaching and are dedicated to helping you succeed.
Can I get job placement assistance after completing a course?
Yes, we provide job placement assistance to our students. Our career services team can help you with resume building, interview preparation, and job search strategies to maximize your employment opportunities.
I studied full-stack development at Innovate Technologies in Velachery.The course content was comprehensive and well-organized. The interactive sessions and hands-on training, including live assignments, made the learning process engaging and practical.
I had a fantastic learning experience at Innovate Technologies while studying Data Science. The quality of education and supportive environment make it an excellent choice for anyone looking to pursue an IT course.