Data Science, Machine Learning and AI using Python

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

Batch Timing:  07 – 09 PM (2 Hrs/day, Monday to Friday) 

Duration:  4/6 Weeks

Mode: Live Instructor-Led(Zoom)

Registration Ends: Oct 20, 2023

Download Curriculum

Category: Certificate Course

Support: 24*7

Start Date: Oct 23, 2023

Batch Details

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
  • Intro to Data Science and Data Visualisation
  • Data Analysis, Data Manipulation, Machine Learning
  • Supervised and Unsupervised Learning
  • Statistics, Hypothesis Testing, Distributions
  • Linear Regression, Logistic Regression
  • Decision Tree, Random Forest
  • Association Rule Mining and Recommendation System
  • Naïve Bayes Classifier, Support Vector Machines
  • Basics of Neural Network, Deep Learning and Server Deployment using Flask
  • Web Scraping, NLP, Text Mining, Multi-Layered Neural Networks
  • ANN, Keras Api, TFLearn for TensorFlow
  • Convolutional Neural Networks, Artificial Intelligence
  • No of Seats: 50 only

Fee Structure

  • Course Fee (Four Weeks): Rs. 3999/-
  • Course Fee (Six Weks): Rs. 5,499/-

Registration Process

Step 1.

  • Book your seat by paying Rs.4999/-

Step 3.

  • Pay the first instalment (Rs.10,000/-) after receiving the email.

Step 4.

  • Join the program.

Step 5.

  • Pay the second instalment (Rs.5000/-) within the first week of the program.
Enroll now

Helpline: +91-7409146082
training@diginique.com

Projects

Used Car Reselling Price Prediction

Real Estate Price Prediction

BigMart Sales Prediction

Build a predictive model for cloth size prediction

Heart Disease Prediction Model

COVID-19 Data Analysis and Prediction

Learning Path and Procedure

  • Instructor-Led Live Online Classes 2 Hrs/Day (07-09 PM), Mon to Fri.
  • One practice quiz per week
  • One minor project per two weeks (Total 6 minor projects).
  • One major project per month (Total 3 major projects).
  • One Capstone project covering the complete learning at the end of the course with certification.
  • Two research-based guest lectures from faculty at IITs/NITs and other reputed institutes.
  • Exclusive doubt session on weekends with the instructor and teaching assistants.

Benefits and Post Program Deliverables

  • A digital toolkit of PPTs/software packages and study material for all participants.
  • Opportunity to continue yearlong internship from home.
  • Interact with the experienced Industry training expert to work on real-life challenges.
  • Complete Recording of the Classes on a daily basis.
  • An opportunity to exchange ideas and thoughts with students participating from colleges PAN India IIT’s, NIT’s, and Reputed Universities.
  • Small batches for one to one interaction and individual doubt sessions.
  • Live demonstration of topics and practicals is included to ensure that the candidate can get hands-on exposure.

Prerequisites and Eligibility

  • This is a basic+advanced level placement-oriented program. All the tools and techniques required will be taught in the training itself.
  • The course and curriculum of this program are more inclined towards engineering streams, however, anybody can join this even from a different department.
  • Any B.Tech/BE/BCA/BSc/M.Tech/ME/MCA/MSc or any UG or PG/Ph.D. Students from any college/institute all over India can join this program to enhance his/her skills.
  • No programming experience/language is required to join this program. We'll start from scratch.
  • Participants need to have a laptop/PC (with a minimum of 4 GB RAM, 100 GB HDD, Intel i3processor) and proper internet/Wi-Fi connection.
Enroll now

Certifications

  • Certificate of Course Completion.
  • Separate Certificate for Capstone Project Completion.
  • Letter of Recommendation for Placements.

Sample Certificates

Certificate of Completion- ML
Capstone Project Completion Letter
Letter of Recommendation

Course Mentors and Instructors

Sudhir Chaudhary

(B.Tech, IIT Roorkee)

Co-founder and CEO

(Diginique TechLabs)

Akhilesh Sirohi

(B.Tech, IIT Roorkee)

Software Engineer

(Razorpay)

Subhash Yadav

(B.Tech, IIT Roorkee)

Software Engineer

(Postman, Inc.)

Bandenawaz Bagwan

(10+ Years Experienced)

Instructor and Developer

(Diginique TechLabs)

Career Prospects in Data Science and Machine Learning

The average salary of Data Science professionals across all skill sets and experience levels was ₹ 12.7L in 2017, an 8% increase since 2016, on a much larger base of professionals. The salary for Machine Learning Jobs for Freshers may start at ₹ 8L and may go up to ₹10-15 L.

Tech giants like Amazon, Facebook, Google, Apple, Uber, HCL, ZS, TCS, Cognizant, Oracle, Samsung etc. are sprawling like wildfire, and as a consequence, these companies are investing in Machine Learning and hiring machine learning experts to support it.

Future of Machine Learning looks promising. It is said that AI and ML are expected to impact and transform our lives in ways beyond imagination similar to the internet. AI/ML will change the way we shop, communicate, travel, perform our routine tasks and do our business.

Testimonials

Course instructor was very polite and intelligent. The course syllabus was quite detailed and appropriate. Overall, I liked the internship cum training as my main motive was just to build the base for my research work and now I can take it further with the help of my training.
Sarwesh Samdarshi
Sarwesh SamdarshiIIT Roorkee
Sessions were very good and the instructor was very supportive. It was very comprehensive and the instructor covered it very meticulously. Through the training, I got to learn many new concepts. Thank you Diginique TechLabs for providing us such a great opportunity to enhance our profile.
Dhruva Patel
Dhruva Patel Nirma University, Ahmedabad
I opted for Data Science, Machine Learning and AI using Python program. I was moreover looking for exploration and bait for my skills and interests and it resulted to meet my expectations in a fruitful way. This program not only, accurately helped me to envision the forthcomings but also advanced my skills.
Shiva Singh
Shiva SinghNIT Patna
Basically I’m an electronics background student and just thinking about coding used to make me shiver but this program helped me overcome it. The instructor was friendly and interactive which made these sessions interesting and innovative. I could say is, I’ve taken a right decision by joining this internship program.
Vadithya Gouthami
Vadithya GouthamiRajiv Gandhi University of Knowledge Technologies, Telangana
I really enjoyed the exposure to machine learning and AI with some basics of deep learning. Being a first year student I was under an impression that these topics were beyond my reach, but this course made it extremely easy to understand these topics. It was a great experience and the basics were explained very well.
Ankesh Pandey
Ankesh Pandey BITS Pilani Hyderabad Campus
The instructor was very excellent and he even modified his teaching methodology to suit us. He was prompt in clearing our doubts and we faced no issues during the class. Overall, the lecturers are great and the support from Diginiqsue was very good. They were always ready to help us!
Bhavan Bhatt
Bhavan Bhatt L D College of Engineering, Ahmedabad
The course content was covered at the perfect pace- neither too fast nor too slow. It was helpful for those students as well who were not familiar with the python programming. The program was really amazing and interesting and the instructor was really good at clearing doubts.
Abhinav Pillai
Abhinav Pillai Manipal University, Jaipur
The training was great and it overall helped me in revising my python concepts and helped me learn some new things in the process. The classes were very good, interactive and enjoying. Each topic was taken in a good way. The pace of the session was comprehensive for the beginners grasp.
Shantanu Choudhary
Shantanu ChoudharyRaj Kumar Goel Institute of Technology, Ghaziabad
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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 related to the course and delivery, kindly write to us on 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.

How can I access the course?

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

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.

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.

I have completed my course. Now what?

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

Will Diginique TechLabs assist in placements?

Yes, we have a separate department dedicated to the placement of students and are successful in arranging career guidance throughout the year. We’ll help in making you job-ready and schedule your interviews with our hiring partners. At the same time, we do not guarantee you a job.

Who will be the instructor(s) for the course?

The instructors at Diginique TechLabs are from top academic institutions, industries and research institutions. They have yearlong experience in the industry and at the same time had the best education in their field.  Each of them has gone through a rigorous selection process that includes profile screening, technical evaluation, and a training demo before they are certified to train for us. We also ensure that only those trainers with a high alumni rating remain on our faculty.

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 program 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.

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