Master's Program In Data Science & AI - 6 Months

Design and Develop Artificial Intelligence with the Master's Certification Program in Data Science and AI

About Data Science & AI Course

Data Science & Artificial Intelligence is changing the game of decision-making in businesses. Artificial Intelligence is adopted in many businesses to bring more productivity, automation, and cost-effective and lifetime solutions. This has created a huge demand for AI skilled specialists and is expected to grow exponentially in the future. The digital transformation of businesses has boosted career opportunities in AI.

Our Master's Course in Data Science & AI covers advanced concepts of mathematics, statistics, calculus, linear algebra, and probability.

This course gives brief knowledge about the deployment of Python programming, Data Mining & Machine Learning along with the Regression Analysis method. This course module majorly focuses on Machine learning, deep learning and neural networks using NLP libraries and OpenCV to code Machine learning algorithms. Analysis concepts like Convolutional Neural Networks, Recurrent Neural Networks, GANs, Feedforward, Backward Propagation, activation Function, Loss function, Non-Linear Activation function Reinforcement learning and Q learning are taught in neural networks.

Data science is a part of building data models from uncontrollably growing data to meet business goals by analyzing, processing and manipulating data sets. On the other hand, AI is an emerging technology of cloning human intelligence deployed in machines to execute reasoning business outcomes. Our Masters's course in Data Science & AI lets you acquire vast knowledge to prepare you to settle in high-paying jobs.

Data is the new oil. All business engines are running on data only.The demand for Data scientists & AI specialists has increased and created big scope for Data Science & AI careers.

Cognitec gives individual attention to each student to be adequately trained and will be able to complete the training effectively with hands-on project experience with real-time scenarios at the learning level itself.

Demand for Data scientists & AI Specialists are growing exponentially in major areas like Medicine, Space, Robotics, Automation, Marketing, Information management, Military activities, and many more.

Data Science & AI Training Modules

We’ve covered complete Data Science concepts including tools like Python, R Prog, R Studio, Keras, Jupyter, PyTorch, Tensorflow, Spyder, NumPy, Pandas, and Scipy in this module.

  • CRISP – DM - Project Management Methodology
  • Exploratory Data Analytics (EDA) / Descriptive Analytics
  • Statistical Data Business Intelligence and Data Visualization
  • Plots & Inferential Statistics
  • Probability Distributions (Continuous & Discrete)
  • Hypothesis Testing - The ‘4’ Must Know Hypothesis Tests
  • Data Mining Supervised Learning – Linear Regression, OLS
  • Predictive Modelling – Multiple Linear Regression
  • Lasso and Ridge Regressions
  • Logistic Regression – Binary Value Prediction, MLE
  • Multinomial Regression
  • Advanced Regression for Count Data
  • Machine Learning - k -NN Classifier
  • Decision Tree & Random Forest
  • Ensemble Techniques - Bagging and Boosting
  • Extreme Gradient Boosting (XGB)
  • Text Mining and Natural Language Processing (NLP)
  • Machine Learning Classifier Technique - Naive Bayes
  • Introduction to Perceptron and Multilayer Perceptron
  • Building Blocks of Neural Network - ANN
  • Deep Learning - CNN, RNN
  • Kernel Method - SVM
  • Data Mining Unsupervised Learning – Clustering
  • Data Mining Unsupervised Learning - Dimension Reduction (PCA)
  • Data Mining Unsupervised Learning - Association Rules
  • Recommendation Engine
  • Network Analytics
  • Survival Analytics
  • Forecasting/Time Series – Model-Driven Algorithms
  • Forecasting/Time Series - Data-Driven Algorithms
  • Auto Machine Learning (Auto ML)
  • Auto Machine Learning Tree-Based Pipeline Optimization Tool (AutoML TPOT)
  • Introduction to Artificial Intelligence and Deep learning
  • Python Libraries - TensorFlow, PyTorch, Keras, OpenCV
  • Machine Learning Primer
  • Mathematical Foundations
  • Deep Learning Primer
  • Perceptron Algorithm and Back Propagation Neural Network Algorithm
  • Artificial Neural Network (ANN), Multilayer Perceptron (MLP)
  • Convolution Neural Networks - CNN
  • Computer Vision - Self-Driving Cars (SDCs)
  • Recurrent Neural Network - RNN
  • CNN + RNN Variants, R-CNN & YOLO Models
  • LSTM & GRUs - Bidirectional & Deep Bidirectional
  • Transformers, BERT, GPT3 & Transformer Variants
  • Autoencoders, Variational Autoencoders, RBM
  • Deep Belief Networks (DBNs)
  • Generative Adversarial Networks - GAN
  • Super Resolution GAN
  • Reinforcement Learning and Q-learning
  • Speech Recognition
  • Automatic Text Generation and Chatbot
  • Auto Artificial intelligence (Auto AI)
  • Explainable Artificial Intelligence (XAI)
  • AutoKeras for Artificial Intelligence

Get a certificate and showcase your dedication to your career. Utilize it to differentiate yourself in the industry, get acknowledged in the job market and boost your job profile value. This certificate is your ticket to a skyrocketing in your career.

Data science certification in anna nagar , Data Science training in chennai

Tools Covered

How we prepare you

Industry expert trainers

Interactive classroom sessions

Business-related course curriculum

Regular practical assignments

Certificate of Excellence upon course completion

Dedicated doubt clarification sessions

Data Science Foundation Training Panel of Coaches
Data science Trainer , Data Science training in chennai
Rajesh Shukla

Areas of expertise: Data sciences, Machine learning, Business intelligence and Data

Over 20+ years of industry experience in data science and business intelligence

There are no strict requirements to enrol in a data science course. However, your mere desire to switch to a data science job is very important. Any graduates with good analytical & logical skills can sign-up for this course.

You may require minimum graduation to pursue this course.

Yes, why not? Learning something new is always exciting. Moreover, Big Data, Machine Learning & AI are the future in all industries.

Yes, you can access all digital notes provided by Cognitec at any time.

There are huge job openings available for data professionals. As your course gets completed our hiring team will start sharing your profiles with our connected tech companies for job placements.

Missed classes will be compensated in the future batches.You ll have the access of re-learning multiple times within an year.

No. Your certificate cost is included in your course fee.

Yes, you do have access to our mentors via WhatsApp group. You can reach them anytime for any subject-related clarifications during the course period and after that.

You'll have plenty of assignments throughout your course. After each class, your mentor will give assignments to make sure that you had practised the learned concepts.

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