المقرر: Advanced Certification in AI & Machine Learning

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Program Overview

8 Industry ready course Certifications from Shoolini University and IBM

Culminating in AI specialist Certification from Shoolini University and IBM

Job Readiness Module & IELTS coaching for international placements

5+ Industry Projects, Case Studies and a real industry Internship and AI patent

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Why Choose Us

Industry Recognized Certification

Specialist In AI Certification from Shoolini University and IBM; as well as 8 individual certificates

1:1 Career Coaching

Mentorship from professionals, Internship in a cutting-edge AI company, job & interview prep through prep our placement cell

Graduate with an AI patent

Showcase your Mastery though your own patent! Also build a strong Github portfolio of live AI and Machine Learning projects

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A unique approach to Artificial Intelligence and Machine learning

We want to make sure you really grasp the concepts of Artificial Intelligence and Machine learning. According to hiring managers, most job seekers have a student/academic orientation and lack job-ready skills to perform the job.

We teach what hiring managers look for: With 8 individual certifications from Shoolini and IBM , a Specialist in AI certification as well as your own patent application – you not only get to work on projects, you actually design an AI/ML system, develop an app or a working prototype – which is unique and clearly showcases your competence.

No other AI Course or program does this!

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Certification

Advanced Certificate Programme from Shoolini University in Partnership with IBM

Complete all the courses successfully to obtain this cutting-edge industry recognized certification from Shoolini University in association with IBM. Shoolini University is the # 2 University in India for Research as per QS Asia 2021 rankings.

Build a strong network for life with opportunities to connect to Machine Learning Industry experts & your experienced fellow learners
Gain theoretical knowledge & practical understanding with this cutting-edge curriculum
Learn multiple tools & languages to stand apart to gain a foothold in the ML & AI industry

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Curriculum

Python

Installation of Anaconda. Working with Jupyter notebooks, pip and Spyder.
Introduction to Python fundamentals.
Python functions, packages and routines.
Introduction to essential packages: Pandas, NumPy, Matplotlib and Seaborn.
Working with Python data structures: arrays, vectors and data frames.

Fundamental of Applied Statistics

Descriptive and Inferential Statistics.
Introduction to python package statistics
Probability and Conditional Probability: Emphasis on Bayes’ Theorem.
Concept of Probability Distributions: Uniform, Binomial, Poisson and Normal distribution.
Hypothesis Testing and Concept of Confusion Matrix.

Supervised Learning

Regression: ( Linear regression ) ,Multiple Variable regression, Multiple regression and Logistic regression
K-NN classification
Naive Bayes classifiers
Support vector machines

Unsupervised Learning

K-means clustering
Hierarchical clustering
Clustering in higher dimension
Dimensionality Reduction

Ensemble Techniques

Decision Trees and Random Forests
Bagging and Boosting

Feature Engineering and Model Tuning

Feature engineering
Model selection and tuning
Model performance measures
K fold cross-validation
Bootstrap sampling

Workflow and Hyperparameter Tuning

ML pipeline
Randomized Search
Grid Search

Neural Network and Deep Learning

Activation Functions, Loss functions and Cost Functions.
Activation and Loss functions
Gradient Descent
Introduction to Perceptron & Neural Networks
Deep Neural Networks
Batch Normalization
Hyper parameter tuning
Introduction to Tensor Flow and Keras

Computer Vision

Introduction to Image data
Introduction to Open-CV
Convolution and Correlation
Introduction to Convolutional Neural Networks
CNN architectures
Object detection
Semantic segmentation

Natural Language Processing

Introduction to NLP
Introduction to NLTK and other NLP packages
Text Pre-processing
Bag of Words Model
TF-IDF
N-grams
Word2Vec
GLOVE
POS Tagging & Named Entity Recognition
Introduction to Sequential models
RNNs and LSTM
GRU
Text Classification
Sentiment Analysis
Time series analysis
Neural Machine Translation

Time Series Analysis

Introduction to forecasting data
Definition and properties of Time Series data
Features of Time Series data
Essentials for Forecasting
Handling Missing data
Exploratory analysis
Components of Time Series data
Naive, Average and Moving Average Forecasting
Time Series Decomposition: Trend, Seasonality and Residual
Validation and Performance Measures
Smoothening Methods

Generative Adversarial Networks (GANs)

Introduction to GANs
Autoencoders
Deep Convolutional GANs
Semi-supervised GANs
Application of GANs

Topics in Reinforcement Learning

Introduction and Framework
Q-learning
State-Action-Reward-State-Action (SARSA)
Comparison of Q-learning and SARSA

Interview Skills preparation

Introduction to AI based coaching for interview skills
Key techniques for essential interview questions
Preparation based on “3 V “ techniques for effective communication
100+ typical technical interview questions for different modules

Resume and Profile Building

Resume Review Sessions with Industry Experts & Mentors
Profile Building Workshops
Review of Linkedin and GitHub profiles

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Industrial Projects & Internships

Diagnosing cancer from images

Build a neural network and to predict possibility of cancer based on image processing.

Recognising facial expression

Build a model to evaluate videos, identify facial emotions and predict audience impact.

Risk of loans analysis

Build a model to identify customers most at risk, and what are their characteristics.

Speech to Text

Develop an AI based speech to text prototype; train this for different accents.

Face Recognition

Develop a AI based facial recognition app to identify individuals in a group picture.

AI based chatbot

Develop an AI driven chatbot and train it for an actual industry use case.

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Graduate with an AI app patent

The only course that enables you to develop and file your own patent for an AI based application

Work with a small team of peers and your assigned mentors to conceptualize a breakthrough app

Academic and Industry mentors to assist you on the project

Course fees includes filing of patent by team

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Career Support

FirstU Career Support enables you with all that you need to succeed in your career. This is a program to help you prepare and success in your interviews.

Career Sessions
- Interact with industry professional, get invaluable insights on how to succeed in AI Resume and Profile Building

Resume and Profile Building
- Put your best foot forward when your application is screened by your prospective employer

AI Interview Coaching prep
- Access to Siqandar-the world's best interview prep coach - to make sure you come out confident for your job interview

Showcase: e-portfolio & patent
- Build an industry ready portfolio to showcase your mastery of skills. Work in small teams to develop your own patent application

Career Sessions

Resume and Profile Building

AI Interview Coaching prep

Showcase: e-portfolio & patent

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Eligibility

Any of the following:

Any Bachelor’s Degree: No minimum work-ex required
In Final year of any Btech, BCA, 4 year BS program
Qualify in our aptitude entrance test

Get Started

Fee

Rs 29,900

50% pay after placement i.e. you pay only Rs 14950 and the balance Rs 14950 after placement

Placement guarantee
8 Industry ready Certifications
5+ Industry Projects
Showcase your talent with a Patent
Mentorship from ML Experts
Job Ready Certification
240+ hours of Learning

Get Started

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What Makes The AI & ML Certification Just The Right One For Your Career ?

8 Industry Recognised Certifications

Get 8 individual certificated on AI & ML , Python for ML , Data Science, AI for image processing , AI for speech , Advanced ML techniques. All this culminated in Specialization in AI Certification from Shoolini University and IBM

Comprehensive Curriculum

This program is designed to ensure you will surely have a strong grasp of AI & ML . You work on 8 + projects on AI & ML ,Computer vision, emotional analytics, speech recognition, AI for special industries such as banking , insurance , manufacturing and pharma/medicine.

Industry Mentorship For Job Readiness

The program includes mentorship from leading industry professionals, Internship in a cutting-edge AI company and assistance in job preparation as well as interviews through our placement cell

Advanced Certification in AI & Machine Learning

8 Industry ready course Certifications from Shoolini University and IBM

Culminating in AI specialist Certification from Shoolini University and IBM

Job Readiness Module & IELTS coaching for international placements

5+ Industry Projects, Case Studies and a real industry Internship and AI patent

Industry Recognized Certification

1:1 Career Coaching

Graduate with an AI patent

A unique approach to Artificial Intelligence and Machine learning

We want to make sure you really grasp the concepts of Artificial Intelligence and Machine learning. According to hiring managers, most job seekers have a student/academic orientation and lack job-ready skills to perform the job.

No other AI Course or program does this!

Advanced Certificate Programme from Shoolini University in Partnership with IBM

Complete all the courses successfully to obtain this cutting-edge industry recognized certification from Shoolini University in association with IBM. Shoolini University is the # 2 University in India for Research as per QS Asia 2021 rankings.

Foundations

Machine Learning Fundamentals

Machine Learning Frontiers

Additional Topics

Interview Skills preparation

Diagnosing cancer from images

Recognising facial expression

Risk of loans analysis

Speech to Text

Face Recognition

AI based chatbot

The only course that enables you to develop and file your own patent for an AI based application

Work with a small team of peers and your assigned mentors to conceptualize a breakthrough app

Academic and Industry mentors to assist you on the project

Course fees includes filing of patent by team

FirstU Career Support enables you with all that you need to succeed in your career. This is a program to help you prepare and success in your interviews.

Career Sessions

Resume and Profile Building

AI Interview Coaching prep

Showcase: e-portfolio & patent

Eligibility

Fee

50% pay after placement i.e. you pay only Rs 14950 and the balance Rs 14950 after placement

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