10k+ Ratings
Data Science and Machine Learning Using Python
Become a data-driven professional with our Data Science and Machine Learning course. Learn from top faculty and industry experts, gain hands-on experience, and earn a globally recognized certificate. Apply now to enhance your skills and advance your career.
Registration Deadline
Oct 20, 2024
Training Format
Instructor-Led Online
Duration
60+ Hours
Batch Type
Weekend/Weekdays Both
Course Overview
In recent years, Data Science and Machine Learning have emerged as powerful techniques for solving problems involving vast amounts of data. Machine Learning algorithms enable better decision-making. This course is designed to provide you with in-depth knowledge of Machine Learning concepts, including essential statistics for Data Science and Python programming. Step into the world of Machine Learning with us. Each lecture will help you develop new skills and deepen your understanding of this challenging yet lucrative sub-field of Artificial Intelligence. Start your journey today and transform your career with cutting-edge expertise!
Key Highlights
iHUB IIT Roorkee Certificate
100% Instructor- Led Live Training
80% Practical Sessions
24x7 Doubt Support
10+ AI Tools Covered
One-on-One with Industry Mentors
Bi-weekly Industry Projects
One Capstone Project
Skills and Tools Covered
Applications Open (High Demand, Apply Soon)
Why should you join this course?
Earn an Elite Certificate
Receive a Certificate of Course Completion from iHUB DivyaSampark, IIT Roorkee supported by DST Govt. of India.
Join as a Beginner
Enroll in our beginner - friendly course with no prerequisites required. Start your journey from scratch. Start from Hello, World!
ML and AI is the Future
AI is driving the Future of Technology and Innovation. Embrace its power to transform industries and enhance everyday life.
Exposure to Latest Trends
Attend live online sessions on Generative AI, Open AI, ChatGPT, and know their applications in real life.
Flexible Timings & 24*7 Support
Session timings are scheduled during off-hours, providing flexibility along with mentor and TA support whenever needed.
Better Career Opportunites
Engineers from Data Science and Machine Learning field are among the highest paying professionals. Lakhs of vacant positions.
Top Career Options in Data Science and Machine Learning
Machine Learning Engineer
Data Analyst
Data Scientist
Business Analyst
Data Engineer
AI Engineer
Applications Open (High Demand, Apply Soon)
World Class Mentors
Applications Open (High Demand, Apply Soon)
Course Features and Benefits
- 40+ Hours live instructor-led online classes.
- Small batches for one to one interaction and doubt sessions.
- Learn from the best faculties of the industry.
- Interaction with the learners from PAN India IITs, NITs, and reputed organizations.
- Complete recording of the course, daily with life time access.
- A chance to present your research/development related work among other participants.
- 6 Months online support related to the course content.
- A digital toolkit of PPTs/software packages, study material and project codes for all participants.
- 24*7 support and assistance through WhatsApp group with the instructor.
- Regular assignments, quizzes and assessments to ensure a smooth learning.
Detailed Course Curriculum
- Basic Overview
- Variables
- Data Types
- Conditional Statements
- Loops
- Pandas
- NumPy
- Matplotlib
- Seaborn
- Data Manipulation
- Feature Scaling and Transformation
- Visualization
- Statistics
- Introduction to EDA
- Descriptive Statistics
- Data Visualization
- Handling Missing Data
- Indentifying Outliers
- Correction Analysis
- Introduction to Power BI
- Data Preparation, Modelling and Visualisation
- Power BI Dashboard and Data Transformations
- M Query and Hierarchies
- DAX Essentials
- Slicers, filters, Drill Down Reports
- Power BI Query, Q & A and Data Insights
- Power BI Settings, Administration and Direct Connectivity
- Embedded Power BI API and Power BI Mobile
- Power BI Advanced and Power BI Premium
- Introduction
- Supervised Learning
- Unsupervised Learning
- Reinforcement Learning
- K-Fold Cross-Validation
- Confusion Matrix
- ROC Curve
- Linear Regression
- Polynomial Regression
- Logistic Regression
- Decision Trees
- k-Nearest Neighbours (k-NN)
- Introduction to Probabilistic Classifiers
- Understanding Naïve Bayes
- Math behind Bayes theorem
- Introduction to SVM
- Concepts and Advantages
- Linear and Nonlinear SVM Classifiers
- Kernel Functions
- Classification and Regression
- Introduction to Ensemble Methods
- Concepts and Benefits
- Bagging
- Boosting
- Stacking
- Introduction to Unsupervised Learning
- Concepts and Applications
- K-means Clustering
- Hierarchical Clustering
- Dimensionality Reduction
- PCA
- Long Short-Term Memory (LSTM)
- Transformers
- BERT
- GPT
- Large Language Models (LLM)
- 10+ AI Tools Covered
- Introduction to Flask for Web App Development
- Building RESTful APIs with Flask
- Deployment of Machine Learning Models as REST APIs
M S Excel:
- Statistical Functions, Logical Functions
- Mathematical Functions, Lookup Functions
- Worksheets, Formatting, Formulas
- Sorting, Filtering, Date and Time
- Charts, Dashboards, What-if Analysis
- Printing, Keyboard Shortcuts
MySQL:
- Introduction to MySQL
- SQL Commands, Data Types, Constraints
- Operators, Clause, SQL Statement Fundamentals
- Group By Statements, Window Functions
- Aggregate Functions, Joins, CTE Table, Sub-Query, Index
- Advanced SQL Commands, Creating Databases and Tables
- Conditional Expressions and Procedures
- Project Planning
- Data Acquisition
- Model Building
- Development
- Training
- Evaluation
- Presentation
- Demonstration
- Hands-on Lab Sessions
- Real-World Case Studies and Applications
- Troubleshooting issues
- Problem Solving
- Interactive Sessions
Industry Projects
Our Alumni Work At
Applications Open (High Demand, Apply Soon)
Globally Recognized Certificates
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Industry Oriented Real-Time Projects
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Applications Open (High Demand, Apply Soon)
Who can apply for this course?
- College/University Students enrolled in any branch/year.
- PhD/Research Scholars/JRF/SRF/RA/Postdoc etc.
- Working Professionals looking forward to transition and build their career into Data Science and Machine Learning.
- Freshers who wish to start their Career in the Data Science and Analytics Field.
- Professors/Faculty Members looking forward to update their tech skills.
- Any Individual with a strong interest in learning Data Science and ML.
Success Stories - Transform Your Career
Sushmita Chitranshi
IIFT Delhi
The hands-on sessions were the most valuable part of the course. They provided ample time to practice real-world problems and apply the skills I learned, significantly enhancing my experience. The course was engaging, insightful and rewarding.
Amey Thakur
University of Mumbai
My overall experience was very good during my summer training at Diginique TechLabs. The way of teaching was outstanding and engaging with obvious and immediate results. I learned wonderful techniques that I will use in my practice. Keep going, Diginique!
Akriti Chandra
VIT Vellore
Throughout this course, I had an incredible opportunity to dive deep into Data Science and ML and apply my knowledge to a hands-on project, “Airline Reservation System”. This experience allowed me to gain valuable skills in programming and project.
Krishna Mathura
Manipal University Jaipur
This training has been a transformative experience, equipping me with cutting-edge skills in data science, machine learning, and artificial intelligence. The hands-on approach and expert guidance have significantly enhanced my proficiency.
Abidass K
Anna University Chennai
This intensive program equipped me with comprehensive knowledge and hands-on experience in building dynamic web applications. Huge thanks to the instructors and Diginique TechLabs for their invaluable guidance and support throughout this journey.
Nakul Mantri
IIIT Surat
I would like to extend my warmest regards to Diginique TechLabs. Their excellent training and support enabled me to perform to my full potential and hone my skills. I am truly grateful for the opportunity to learn and grow with their guidance, mentorship and support.
Khushboo Pal
SDE- 1, Jellyfish
This course provided a perfect balance of theoretical knowledge and practical skills. The real-world projects and assignments were invaluable in helping me apply the concepts directly to my work. The support from the instructors was prompt and outstanding.
Jaspreet Sirswal
SDE- 2 , Dream 11
The course exceeded my expectations in terms of content and delivery. The practical focus and industry-relevant projects helped me sharpen my skills and stay updated. The community support was excellent, making the learning journey enjoyable and productive.
Prof. Akshat Agrawal
Amity University Delhi
The course was well-structured, combining theory with practical applications effectively. The hands-on projects helped students apply their knowledge in real-world scenarios, and the support from instructors was excellent. It greatly enhanced the technical skills.
Applications Open (High Demand, Apply Soon)
Learners Joining from Prominent Places
Career Services by Diginique
10+ Additional AI Tools to save your time by 2 Hrs/day
Lifetime Community Support and Assistance
StartUp Incubation Support upto 50 Lakhs by iHUB IIT Roorkee
100+ Customisable PPT Templates
500+ Excel Formulas and Tricks Sheet
50+ Productivity Hacks to boost efficiency
Batch Information - Weekend and Weekdays Both
Weekdays Batch
Course Duration: Six Weeks
Daily Timing: 7 - 9 PM (Mon- Fri)
Start Date: Oct 21, 2024
Weekend Batch
Course Duration: Ten Weeks
Daily Timing: 2 - 5 PM (Sat - Sun)
Start Date: Oct 26, 2024
- Total Fee: Rs .9,999/- 6,999/- (Subsidized by DST Gov. of India)
- Book your seat by paying the registration fee (Rs.2,999/-). Keep the receipt with you.
- Course access details will be shared via email 12 Hrs before commencement of the batch. Pay the remaining installment (Rs.4,000/-) on the first day of course.
- No programming experience required. We’ll start from scratch.
- College/University Students.
- PhD/Research Scholars/JRF/SRF/RA/Postdoc etc.
- Working Professionals.
- Faculty Members/Professors etc.
- Above mentioned all categories are eligible to join the course.
Step 1. Start learning (Live-Online) after successful registration.
Step 2. Practice assignments and quizzes with the mentor.
Step 3. Finish the course and capstone project will be assigned at the end.
Step 4. Receive course certificate within 48 hours of completion.
Step 5. Submit the project within the next two weeks.
Step 6. Get project completion certificate within 48 hours of submission.
Applications Open
Limited Seats Available
₹ 2,999/-
Registration Fee
Total Fee: 9,999/- 6,999/- (Including Registration Fee)
About iHUB DivyaSampark at IIT Roorkee
iHUB DivyaSampark, a section 8 company (Non-Government Organization), is a Technology Innovation Hub, at IIT Roorkee and was set up under the National Mission on Interdisciplinary Cyber-Physical Systems (NM-ICPS), initiated by the Department of Science & Technology (DST), Govt. of India to build innovative solutions, to train manpower and encourage entrepreneurship for the world’s current 4.0 and sustainable smart cities. It is being coordinated by a high-level inter-ministerial coordination committee headed by Niti Aayog CEO, DST Secretary, Secretary, MeitY, Secretary, D/o Heavy Industry, Secretary, D/o Health Research and Central Line Ministries/Departments are members of this committee.
Frequently Asked Questions (FAQs)
while registering?
No need to worry. Just drop us an email at info@diginique.com and the same will be corrected within 24 hrs.
We apologize for this inconvenience. We encourage you to write to us at info@diginique.com for further guidance. Our team will assist you within 24 hrs.
Our team will send you an email with all the necessary details 12 hours prior to the start of the course. This email will include the course joining link and access to the LMS.
We will provide you all the required software(s) during the session and help you in installing the same, it’ll be completely free. You don’t need to do anything before joining the program.
This course is entirely instructor-led online, so there’s no need to be in a classroom in person or at IIT Roorkee campus. You can access your lectures, readings and assignments anytime and anywhere via the web or mobile.
We highly encourage everyone to attend all live classes to ensure a smooth learning experience. However, attendance is not mandatory to receive the certificate.
For your convenience, we provide complete recordings of each class on a daily basis. Additionally, you are welcome to reach out to the instructor or teaching assistant at any time for any queries or assistance.
We have one dedicated teaching assistant (TA) for your course to take your doubts 24*7. Also, you’ll have one WhatsApp group with the instructor for all the discussions related to the course. We offer 24*7 support through email, chat, and calls.
While we do not offer a placement guarantee, we provide strong placement assistance through our dedicated community, offering guidance, networking opportunities, and resources to help you secure relevant positions in the industry.
While the course and curriculum are primarily geared towards engineering streams, anyone from any department is welcome to join. We will begin the course from the basics, so no prior knowledge or prerequisites are required.
If you have any issue(s) related to the course and delivery, kindly write to us at info@diginique.com. Our team will reach out to you within 24 hrs and assist you patiently.
Yes, you can cancel the enrollment within first two days of the course if required and you’ll get the refund after deducting standard charges (25% of the total fee). No refund is possible before commencement of the course.
You will receive a Certificate of Completion within 48 hours after the course ends. Additionally, a capstone project will be assigned to you, which must be submitted within two weeks. Upon successful submission of the project, you will be awarded the second certificate.
We understand that you might need course material for a longer duration to make most out of your subscription. You will get the lifetime access so that you can refer to the course material anytime.
You can contact us at info@diginique.com or at +91-7409146082 (24*7) for all queries related to this course.
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