Artificial Intelligence Training in Bangalore - ZekeLabs Best Artificial Intelligence Training Institute in Bangalore India
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Artificial Intelligence Training

Artificial Intelligence Course: Artificial intelligence is becoming increasingly relevant in the modern world where everything is driven by data and automation. It is used extensively across many fields such as image recognition, robotics, search engines, and self-driving cars. In this Artificial Intelligence training at Bangalore, we will explore various real-world scenarios. We will start by talking about various realms of artificial intelligence. We’ll then move on to discuss more complex algorithms, such as Extremely Random Forests, Hidden Markov Models, Genetic Algorithms, Artificial Neural Networks, and Convolutional Neural Networks, and so on. This artificial intelligence course is for Python programmers looking to use artificial intelligence algorithms to create real-world applications. This artificial intelligence course is friendly to Python beginners, but familiarity with Python programming would certainly be helpful so you can play around with the code. It is also useful to experienced Python programmers who are looking to implement artificial intelligence techniques.
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Certification

Artificial Intelligence Course Curriculum



Why do we need to study AI?
Branches of AI
Making machines think like humans
General Problem Solver
Installing Python 3
Loading data
What is classification?
Label encoding
Naïve Bayes classifier
Support Vector Machines
What is Regression?
Building a multivariable regressor
What are Decision Trees?
Dealing with class imbalance
Computing relative feature importance
Summary
Clustering data with K-Means algorithm
Estimating the quality of clustering with silhouette scores
Building a classifier based on Gaussian Mixture Models
Segmenting the market based on shopping patterns
Extracting the nearest neighbors
Computing similarity scores
Building a movie recommendation system
Understanding the building blocks of logic programming
Installing Python packages
Validating primes
Analyzing geography
Constraint Satisfaction Problems
Constructing a string using greedy search
Solving the region-coloring problem
Building a maze solver
Fundamental concepts in genetic algorithms
Visualizing the evolution
Building an intelligent robot controller
Combinatorial search
Alpha-Beta pruning
Installing easyAI library
Building a bot to play Tic-Tac-Toe
Building two bots to play Hexapawn against each other
Tokenizing text data
Converting words to their base forms using lemmatization
Extracting the frequency of terms using a Bag of Words model
Constructing a gender identifier
Topic modeling using Latent Dirichlet Allocation
Handling time-series data with Pandas
Operating on time-series data
Generating data using Hidden Markov Models
Stock market analysis
Visualizing audio signals
Generating audio signals
Extracting speech features
Frame differencing
Object tracking using background subtraction
Optical flow based tracking
Eye detection and tracking
Building a Perceptron based classifier
Constructing a multilayer neural network
Analyzing sequential data using recurrent neural networks
Building an Optical Character Recognition engine
Reinforcement learning versus supervised learning
Building blocks of reinforcement learning
Building a learning agent
Architecture of CNNs
Building a perceptron-based linear regressor
Building an image classifier using a Convolutional Neural Networ

Frequently Asked Questions


We provide classroom-based as well as online training. Since this is a hand-on training so batches generally does not contain more than 4 people.

We will provide web services specific study material as the course progresses. You will have lifetime access to all the code and basic settings needed for these Artificial Intelligence through our github account and the study material that we share with you. You can use that for quick reference.

Feel free to drop a mail to us at support@zekelabs.com and we will get back to you at the earliest for your queries on Artificial Intelligence course

We have tie ups with various companies and placement organizations to whom we connect our learners. Each Artificial Intelligence training ends with career consulting

Minimum 2-3 projects of industry standards on Artificial Intelligence will be provided

Yes, we provide our own course completion certificate to all students. Each Artificial Intelligence training in bangalore ends with training and project completion certificate

You can pay by card (debit/credit), cash, cheque and net-banking. You can pay in two installments

We take immense pride to provide post training career consulting for Artificial Intelligence training



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