AI Specialization

This Artificial Intelligence online program is created to help students learn Python Programming and its application to Data Science, Machine Learning and Deep Learning. Followed by hands-on experience in solving problems using Deep Learning to get a real-time experience of Data Science projects.

COURSE DURATION

.160 hours (20 weeks) Weekend

SESSION TIMINGS

.77 7   [Tue,Thu] 7:00 am – 8:00 am or 10:00 pm to 11 pm9:30am-12:30pm [Sat,Sun]

COST

.INR 40,000/- inc. taxes

Features

  • Instructor led online LIVE session for entire course duration
  • Small batch size– Personalized attention
  • Highly Interactive sessions (Two way participation – Chat and Speech)
  • Highly experience and Qualified Trainers [Analytics experts, 10+ years industry experience (IITians)
  • 20+ hours of In-depth case study discussion – Multiple domain Specific Projects
  • Access to Session Recordings & Case studies thru Learning Manangement Portal for 2 years
  • Career guidance and Placement Assistance
  • Pay 5000/- during registration and rest only after experiencing 20 hours of sessions
  • Course Completion Certification
  • Highly approachable faculty – 24*7 support available
  • Reattend LIVE sessions -If you miss a Lecture due to some reason
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Demo Videos

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Curriculum

Neural Networks and Deep Learning

This module will make you understand the major technology trends driving Deep Learning. You will be able to build, train and apply fully connected deep neural networks. You get the knowledge on how to implement efficient neural networks & also understand the key parameters in a neural network’s architecture.

  • Introduction to deep learning
  • Neural Networks Basics
  • Shallow neural networks
  • Deep Neural Networks
  • Practical aspects of Deep Learning
  • Optimization algorithms

Tuning Deep Neural Networks

This module will teach you the “magic” of getting deep learning to work well. Rather than the deep learning process being a black box, you will understand what drives performance, and be able to more systematically get good results. You will also learn TensorFlow.

  • Tuning process
  • Normalizing activations in a network
  • Fitting Batch Norm into a neural network
  • Softmax Regression
  • Training a softmax classifier
  • Deep learning frameworks

Convolutional Neural Networks

This module will teach you how to build convolutional neural networks and apply it to image data. Thanks to deep learning, computer vision is working far better than just two years ago, and this is enabling numerous exciting applications ranging from safe autonomous driving, to accurate face recognition, to neural style transfer.

  • Convolutional Neural Networks
  • Foundations of Convolutional Neural Networks
  • Deep convolutional models: case studies
  • Object detection
  • Special applications: Face recognition & Neural style transfer

Recurrent Neural Networks

This module will teach you how to build models for natural language, audio, and other sequence data. RNN is enabling numerous exciting applications in speech recognition, music synthesis, chatbots, machine translation, natural language understanding, and many others.

  • Why sequence models
  • Notation
  • Recurrent Neural Network Model
  • Backpropagation through time
  • Different types of RNNs
  • Language model and sequence generation
  • Sampling novel sequences
  • Vanishing gradients with RNNs
  • Gated Recurrent Unit (GRU)
  • Long Short Term Memory (LSTM)
  • Bidirectional RNN
  • Deep RNNs
  • Building a recurrent neural network – step by step

Teaching Methodology

  • Online Classes [Get the services of best trainers from Anywhere]
  • LIVE instructor-led training throughout the training duration
  • Entirely Hands-On driven session
  • Practical Inputs from real-time scenarios
  • Problems and Case Study driven training
  • Machine Learning algorithms are taught using at least 2 Case Studies for every algorithm

Instructor Profile

HIMANSHU (IIT, Bombay – 10+ years experience in Data Science) A machine-learning practitioner, fascinated by the numerous application of Artificial Intelligence in the day to day life. I enjoy applying my quantitative skills to new large-scale, data-intensive problems.I am an avid learner keen to be the frontrunner in the field of AI. I enjoy learning new technologies at work and strive hard to acquire finesse in skills that I have honed over my career. Trained 500+ participants in R, Machine Learning, Tableau and Python, Big Data Analytics and Deep Learning at Dimensionless. Conducted workshops and training on Data Analytics for Corporate and Colleges. He possesses knowledge of a wide variety of machine learning and deep learning algorithms.
Kushagra, (IIT Delhi – 8+ years experience in Analytics & data science), has a keen interest in Problem Solving, Deriving insights & Improving the efficiency of processes with new age technologies. He’s good with statistical concepts and possess thorough business understanding along with practical experience in linear models (like Linear Regression, Logistic Regression, Ridge Regression, Lasso Regression), Tree based algorithms (like Decision trees, Bagging, Random Forest, GBM, XGBoost), clustering (like K-Means, Hierarchical),Time-series analysis (like ARMA, ARIMA, stationarity), Deep learning(CN, RNN), NLP Techniques(TFIDF, LDA, Topic Modelling) Extensive knowledge of Tools like R,Python, Spark, Tensorflow, Keras, Tableau. Trained 500+ participants in R, Machine Learning, Tableau and Python, Big Data Analytics at Dimensionless Conducted workshops and training on Data Analytics for Corporate and Colleges

FAQ

Are there any pre-requisites to learn this course?

Yes, the participant should have a working knowledge of Python for Data Science and must have worked on Machine Learning Algorithms.

Why Should I Learn Data Science from Dimensionless? 

Dimensionless Tech provides best online data science training that provides in-depth course coverage, case study based learning, entirely Hands-on driven sessions with Personalised attention for every participant. We guarantee Learning.

What Are The Various Modes Of Training That you Offer?

We provide only instructor led LIVE online training sessions. We do not provide classroom trainings.

How is your online training better than other online or classroom training?

In physical classrooms, students generally feel hesitant to ask questions. Unlike other online courses,  we allow you to speak in the session and clarify your doubts. The interactivity level is similar to classroom training and you get it in the comfort of your home. If you miss any class or didn’t understand some concepts, you can’t go through the class again. However, in online courses, it’s possible to do that. We share the recordings of all our classes after each class with the student. Also, there’s no hassle of long distance commuting and disrupting your schedule.

Can I ask my doubts during the session?

All participants are encouraged to speak up and ask their doubts. We answer all the doubts with the same sincerity.

Where do I get the Softwares from?

All the software used in this course are Freely downloadable from the Internet. The trainers help you set it up in your systems. We also provide access to our Cloud-based online lab where these are already installed.

What is the hardware requirement for this course?

Any laptop with 2GB RAM and Windows 7 and above is perfectly fine for this course. For large data, the access will be given on the online lab. 

What if I miss a session, due to some unavoidable situation?

We understand that while balancing your personal and professional commitments you might miss a session. Hence, all our sessions are recorded and the recordings are shared with you through our Learning Management Portal.

How long will I have access to the Learning Management Portal?

You will have lifetime access to the portal and you can view the Videos, Notes, Books, Assignments as many times as you want.

What Kind Of Projects Will I Be Working On As Part Of The Training?

During the training, you will be solving multiple case studies from different domains. Once the LIVE training is done, you will start implementing your learnings on Real Time Datasets.  You can work on data from various domains like Retail, Manufacturing, Supply Chain, Operations, Telecom, Oil and Gas and many more. You would be working on multiple projects so that you can gain enough content and confidence to enter into the field of Data Science.

Do You Provide Placement Assistance?

Yes, we provide you with real-time industry requirements on a daily basis through our connection in the industry. These requirements generally come through referral channels, hence the probability to get through increases manifold.

The HR from the team helps you with Resume Building and Interview Preparation as well.

Do I get a Course Completion Certificate ?

Yes, we will be issuing a course completion certificate to all individuals who successfully complete the training.