Data Science and Machine Learning using Python (by iHUB DivyaSampark at IIT Roorkee)

Data Science and Machine Learning using Python

Learn Python, NumPy, Pandas, TensorFlow, Keras, Artificial Neural Network, Convolutional & Recurrent Neural Networks, Autoencoders, Reinforcement Learning, Regressions, Vector Machines, Heuristic Approaches from Industry Experts

Course Dates: Sept 26 – Oct 08, 2022 (3+ hrs. /day, Monday to Saturday)

Duration: 40 Hours

Mode: Online (Instructor-Led)

Registration Ends: Sept 18, 2022

Certification: Globally Accepted

Timing: After 05:00 PM

Category: Certification Course

Support: 24*7

Course Fee: Rs. 9,999/- 2,499/- (Subsidized by DST Govt. of India)

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Course Overview & Objectives

In recent years, Data Science and Machine learning has emerged as powerful techniques for solving problems involving huge loads of data. Machine Learning algorithms help towards taking a better decision. This course is designed to give you in-depth knowledge of Machine Learning concepts including the essentials of statistics required for Data Science and Python programming. We will walk you step-by-step into the world of Machine Learning. With every lecture, you will develop new skills and improve your understanding of this challenging yet lucrative sub-field of Artificial Intelligence.

To provide foundation of Python scripting and its principles.
To design and implement real-world inspired Machine Learning algorithm applications.
To teach high-value forecasts that can direct smarter decisions and smart behavior in real-time without human interference.
To provide insights about the roles of a data scientist and enable you to analyse big data.
To teach techniques and tools for transformation of data, understand data mining and data visualization and optimization.
To familiarize you with different formats and make you figure out Machine Learning algorithms.

Course Highlights and Focus Areas

Introduction to packages in Python
Tuples, Set, Dictionaries & Functions
Numpy, Scipy, Pandas, EDA
Supervised and Unsupervised Learning
Statistics, Hypothesis Testing, Distributions
Association Rule Mining and Recommendation System
Linear Regression, Logistic Regression
Decision Tree, Random Forest
Naïve Bayes Classifier, Support Vector Machines
Basics of Neural Network, Deep Learning and Server Deployment using Flask

Prerequisites and Eligibility:

The curriculum and the structure of this course are more suitable for engineering faculty members, UG/PG/PhD students, or working professionals. However non-engineering participants can also join to enhance their learning.
Previous knowledge of Python Programming will be helpful, but not necessary. All the tools and techniques required will be taught in the course itself.

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Helpline: +91-7409146082
training@diginique.com

Projects Covered

Real Estate Price Prediction

Face Recognition System

Credit Card Fraud Detection

AI Based Attendance System

Fake News Detection Model

COVID-19 Analysis & Forecasting

Course Features and Benefits

40 Hours live instructor-led classes.
Small batches for one to one interaction and doubt sessions.
Learn from the best faculties of the industry.
An opportunity to exchange ideas and thoughts with other participants from PAN India IITs, NITs, and reputed universities.
Complete recording of the course, daily with life time access.
A chance to present your research 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.

Sample Certificate

Testimonials!

"My overall experience is very good, during my summer internship at Dignique TechLabs and attending their workshop at IIT Roorkee. 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!!"

"My team conducted a series of 15 workshops with Diginique TechLabs at a time during our tech-fest. I am highly thankful to the team Diginique for its awesome management team and the instructors who delivered the session tirelessly continuously for two days. The feedback was up-to the mark".

"I attended Ethical Hacking and Cyber Security workshop by Diginique TechLabs at their centre. I found Diginique probably one of the most effective and efficient venture I have ever learnt from. Faculties are very co-operative, hardworking and have very good expertise in their field".

"I might be able to “do this” because I had the chance to see the getting done in the form of results. The Hands-on sessions were the most learning one as we get more time to practice Problems by applying Deep Learning skills. Overall Excellent Workshop with good delivery of contents".

"I have taken Data Analytics, Machine Learning and AI using Python course at Diginique TechLabs. The course content and management team are very good. The classroom sessions and project classes make study enjoyable. The trainer/instructor was extremely knowledgeable and very passionate".

"The instructor had a good understanding of our objectives and his materials were well suited to meeting them. It was a well delivered and presented course that was well received by the group. There was a great balance between theory and practice and the concepts were clearly and professionally explained".

"The instructor was awesome — he went through the course at an appropriate pace, had very detailed and clear explanations, and was eager to answer any questions/offer assistance throughout the week. Because of him, I would definitely recommend colleagues to take this course".

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Frequently Asked Questions (FAQs)

What if I have entered my email/phone number wrong while registering?

No need to worry. Just drop us an email on info@diginique.com and the same will be corrected within 24 hrs.

What if I miss one or more than one class?

We provide complete recordings of each class on a daily basis. Also, you can reach out to the instructor anytime in case of any query.

What if I am not satisfied with the instructor or the way of teaching?

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.

What if I cancel my enrollment? Will I get refund?

Yes, you can cancel the enrollment within first two days of the course if necessary and you’ll get the refund after deducting standard charges (25% of the total fee).

How will my doubts get resolved?

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.

Will there be quizzes and assignments in between the course ?

Yes, there will be decent number of assignments and quizzes in between the course for a smooth learning.

Do I need to install or buy any software for this course?

We will provide you all the required software during the session and help you in installing the same. You don’t need to do anything before joining the program.

My payment did not go through successfully. What should I do now?

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.

How can I access the course ?

Our team will send you an email with all the details 24 hrs before starting the course.

I have completed my course. Now what?

You’ll be provided with the certificate of completion within 24 hrs of course completion.

I am from Non-tech/ Non-CSE background. Can I still join this program?

Yes. The course and curriculum of this program are more inclined towards engineering streams; however, anybody can join this course even from a different department.

Whom should I contact if I have additional questions?

You can contact us at info@diginique.com or at +91-7409146082.