Artificial Intelligence Training in Bangalore - ZekeLabs Best Artificial Intelligence Training Institute in Bangalore India
Artificial Intelligence-training-in-bangalore-by-zekelabs

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.
Artificial Intelligence-training-in-bangalore-by-zekelabs
Assignments
Artificial Intelligence-training-in-bangalore-by-zekelabs
Industry Level Projects
Artificial Intelligence-training-in-bangalore-by-zekelabs
Certification

Artificial Intelligence Course Curriculum



Why do we need to study AI?
Branches of AI
Making machines think like humans
General Problem Solver
NumPy Standard Data Types
NumPy Array Attributes
Array Slicing: Accessing Subarrays
Array Concatenation and Splitting
The Slowness of Loops
Exploring NumPy's UFuncs
Ufuncs: Learning More
Summing the Values in an Array
Computation on Arrays: Broadcasting
Rules of Broadcasting
Comparisons, Masks, and Boolean Logic
Working with Boolean Arrays
Fancy Indexing
Combined Indexing
Installing and Using Pandas
The Pandas Series Object
The Pandas Index Object
Data Selection in Series
Operating on Data in Pandas
UFuncs: Index Alignment
Handling Missing Data
Missing Data in Pandas
Hierarchical Indexing
Methods of MultiIndex Creation
Rearranging Multi-Indices
Combining Datasets: Concat and Append
Simple Concatenation with pd.concat
Relational Algebra
Specification of the Merge Key
Overlapping Column Names: The suffixes Keyword
Simple Aggregation in Pandas
Pivot Tables
Pivot Tables by Hand
Example: Birthrate Data
Introducing Pandas String Operations
Working with Time Series
Pandas Time Series: Indexing by Time
Frequencies and Offsets
General Matplotlib Tips
Setting Styles
Saving Figures to File
Simple Line Plots
Adjusting the Plot: Axes Limits
Simple Scatter Plots
Scatter Plots with plt.scatter
Visualizing Errors
Continuous Errors
Visualizing a Three-Dimensional Function
Two-Dimensional Histograms and Binnings
Choosing Elements for the Legend
Multiple Legends
Customizing Colorbars
Multiple Subplots
plt.subplot: Simple Grids of Subplots
plt.GridSpec: More Complicated Arrangements
Example: Effect of Holidays on US Births
Arrows and Annotation
Major and Minor Ticks
Reducing or Increasing the Number of Ticks
What Is Machine Learning?
Supervised Machine Learning
Examples of products using machine learning
Data Representation in Scikit-Learn
Feature data, Target data, Dependent variable
Thinking About Model Validation
Selecting the Best Model
Grid Search
Categorical Features
Image Features
Imputation of Missing Data
Using House Price Prediction
Polynomial Linear Regression
Understaning linear regression using matrix
Using Iris datset to understand logistic regression
Cost Function & Mathematical Foundation
Bayesian Classification
Multinomial Naive Bayes
Application : Identify category from text
Introducing k-Means
Elbow rule to decide number of clusters
Application : Detection of number of characters in arabic
Understaning Decision trees
Motivating Random Forests: Decision Trees
Random Forest Regression
Other Boosting techniques - AdaBoost, Gradient Tree Boosting
Understanding BeautifulSoup
Extracting the nearest neighbors
Computing similarity scores
Building a movie recommendation system
Fundamental concepts in genetic algorithms
Visualizing the evolution
Building an intelligent robot controller
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
Handwriting Detection
Image Identification

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



Recommended Courses


Artificial Intelligence-training-in-bangalore-by-zekelabs
Machine-Learning with Python using scikit-learn & tensorflow
  More Info  
Artificial Intelligence-training-in-bangalore-by-zekelabs
Artificial Intelligence
  More Info  
Artificial Intelligence-training-in-bangalore-by-zekelabs
Deep Learning using Python
  More Info  
Feedback