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Advanced Certification in AI+ML
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Know more about this course
Contact Number: +91 9910043510 Email Address: prutor.ai@gmail.com
About
Machine Learning (ML) and Artificial Intelligence (AI) are transforming the workplace. It refers to the process of developing self-learning algorithms by way of simple data input. The goal of machine learning is to increase accuracy. It does this by optimizing the execution of a job from knowledge gained by operating through linked datasets. Any addition to the accuracy of a particular use offers up a world of advantages, especially with industry.
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Why Join Our AI + ML Course
Get a Certificate From Prutor.ai, IIT Kanpur
Become an Expert in AI+ML
Learn by working on real-world problems
Fast-track your career as a Machine Learning Engineer
24,000+ job openings every year
Land a high-paying job as a Data Scientist
Make money as an AI Data Analyst
AI + ML - LEARNING PATH
Learn from the best faculty around the world without moving from home!
Test & Evaluation
During the program, the participants will have to take all the assignments given to them for better learning.
At the end of the program, a final assessment will be conducted.
Certification
All successful participants will be provided with a certificate of completion.
Students who do not complete the course / leave it midway will not be awarded any certificate.
Target Audience
Anyone looking to start a pick up highly paid freelancing skills
Website owners who are struggling to get traffic and sales
Pre-launch business owners who don't know where to get started
Rs. 45,000 + 18% GST Rs. 75,000 + 18% GST
The offer is valid for only a few days!
Enroll and Pay Now
Get complete flexibility in learning
Test & Evaluation
During the program, the participants will have to take all the assignments given to them for better learning.
At the end of the program, a final assessment will be conducted.
Certification
All successful participants will be provided with a certificate of completion.
Students who do not complete the course / leave it midway will not be awarded any certificate.
Target Audience
Anyone looking to start a pick up highly paid freelancing skills
Website owners who are struggling to get traffic and sales
Pre-launch business owners who don't know where to get started
Rs. 30,000 + 18% GST Rs. 56,000 + 18% GST
The offer is valid for only a few days!
Enroll and Pay Now
Course Curriculum
Welcome to Machine Learning
Introduction To Machine Learning
History and Evolution
Artificial Intelligence Evolution
Find out where Machine Learning is applied in Technology and Science.
Different Forms of Machine Learning
Statistics, Data Mining, Data Analytics, Data Science
Machine Learning Categories
Supervised Learning
Unsupervised Learning
Reinforcement Learning
Machine Learning Python Packages
Data Analysis Packages
NumPy
SciPy
Matplotlib
Pandas
Slkearn
Supervised Learning
Regression
Classification
Generalization, Overfitting, and Underfitting
Classification
Regression
Understand how continuous supervised learning is different from discrete learning.
Code a Linear Regression in Python with scikit-learn.
Understand different error metrics such as SSE, and R Squared in the context of Linear Regressions.
Supervised Machine Learning Algorithms
k-Nearest Neighbor
Linear models
Naive Bayes Classifiers
Decision trees
Support Vector Machines
Unsupervised Learning and Preprocessing
Challenges in unsupervised learning
Preprocessing and Scaling
Applying data transformations
Scaling training and test data the same way
Dimensionality Reduction, Feature Extraction, and Manifold Learning
Principal Component Analysis (PCA)
Introduction to Deep Learning
A revolution in Artificial Intelligence
Limitations of Machine Learning
What is Deep Learning?
Advantage of Deep Learning over Machine learning
Introduction To Neural Networks with TensorFlow
How Deep Learning Works?
Activation Functions
Training a Perceptron
TensorFlow code-basics
Tensorflow data types
CPU vs GPU vs TPU
Tensorflow methods
Introduction to Neural Networks
Neural Network Architecture
Linear Regression example revisited
The Neuron
Neural Network Layers
The MNIST Dataset
Coding MNIST NN
Deep dive into Neural Networks with TensorFlow
Understand the limitations of a Single Perceptron
Deepening the network
Images and Pixels
How humans recognize images
Convolutional Neural Networks
ConvNet Architecture
Overfitting and Regularization
Max Pooling and ReLU activations
Dropout
Strides and Zero Padding
Coding Deep ConvNets demo
Debugging Neural Networks
Visualizing NN using Tensorflow
Tensorboard
Convolutional Neural Networks (CNN)
Introduction to CNNs
CNNs Application
The architecture of a CNN
Keras API
How to compose Models in Keras
Sequential Composition
Functional Composition
Predefined Neural Network Layers
After Completing this Course Projects You can Build
Predictive modelling on credit card fraud detection by logistic regression
Build and train a model that can classify an input data as a temperature change or not
Build and train a model to predict rating on Netflix dataset
Predict a company will be bankrupt or not
Predict to which subreddit each post belong
Placement Assistance Process Resume design, content and correction post certification.
Multiple job opportunities sent on email
CVs sent to chosen company and shortlisting done
Test/Interviews Scheduled
Career Transition Stories
"The Artificial Intelligence + Machine Learning course is a good start for pursuing my career in the field of Artificial Intelligence. Also, this will help me to find a job." Arsh Mishra S.R.M Institute of Science and Technology
"Knowledge gained from the Artificial Intelligence + Machine Learning course will help me to get a better job, and it will also help to share my knowledge of AIML with students for their learning & development." Tapasi Das Faculty Synergy Institute of Technology Bhubaneswar, Odisha
"The Artificial Intelligence + Machine Learning course will help me to Implement AI in my organization and with this knowledge, I shall be able to manage my team" Pankaj Arora Director IT England, United Kingdom
"The Specialization Course in Artificial Intelligence and Machine Learning is very interesting and doable. After doing the course, my understanding of AIML has increased. Sessions by Rahul Sir were very informative and interesting. My knowledge is that in the next 4-5 years, India will be the center of attraction for a Data Scientist career." MS. Neha pandey Research Analyst - University of Canberra
Know more about this course
Contact Number: +91 9910043510 Email Address: prutor.ai@gmail.com
Live Classes Over Zoom
Pre-recorded Lectures
