Name: Certificate in AI with Python
Brand: Acme Collins School
Price: 2500.00 INR
Availability: InStock
Rating: 0 (24 reviews)

Govt. Verified Certification
Job Credibility
Certification Valid for Life
Lifetime Access To E-learning
On-demand video
Flexible Learning
Certificate of Completion

Mode of Exam : Online
Duration : 1 Hour
Multiple Choice Questions are asked
No. of Questions are asked : 50
Passing Marks : 25 (50%)
There is no negative marking

Total: 131 lectures

What is Artificial Intelligence?
Why do we need to study AI?
Applications of AI
Branches of AI
Defining intelligence using Turing Test
Making machines think like humans
Building rational agents
General Problem Solver
Building an intelligent agent
Installing Python 3
Installing packages
Loading data

Supervised versus unsupervised learning
What is classification?
Preprocessing data
Label encoding
Logistic Regression classifier
Naïve Bayes classifier
Confusion matrix
Support Vector Machines
Classifying income data using Support Vector Machines
What is Regression?
Building a single variable regressor
Building a multivariable regressor
Estimating housing prices using a support vector Regressor

What is Ensemble Learning?
What are Decision Trees?
What are Random Forests and Extremely Random Forests?
Dealing with class imbalance
Finding optimal training parameters usinggrid search
Computing relative feature importance
Predicting traffic using extemely random forest regressor

What is unsupervised learning?
Clustering data with K-means algorithm
Estimating the number of clusters with mean Shift algorithm
Estimating the quality of clustering with sihouette scores
What are Gaussain Mixture Models?
Building a classifier based on Gaussain Mixture Models
Finding subgroups in stock market using Affinity Propagation model
Segmenting the market based on shopping patterns

Creating a training pipeline
Extracting the nearest neighbors
Building a K-nearest Neighbors classifier
Computing similarity scores
Finding similar users using collaborative filtering
Building a movie recommendation system

What is logic programming?
Understanding the building blocks of logic programming
Solving problems using logic programming
Installing python packages
Matching Mathematical expressions
Validating primes
Parsing a family tree
Analyzing geography
Building a puzzle solver

What is heuristic Search?
Constraint Satisfaction Problems
Local search techniques
Constructing a string using greedy search
Solving a problem with constraints
Solving the region-coloring problem
Building an 8-puzzle solver
Building a maze solver

Understanding evolutionary and genectic algorithms
Fundamental concepts in genetic algorithms
Generating a bit pattern with predefined parameters
Visualizing the evolution
Solving the symbol regression problem
Building an intelligent robot controller

Using search algorithms in games
Combinatorial Search
Minimax algorithm
Alpha-Beta pruning
Negamax algorithm
Installing easyAI library
Building a bot to play last coin standing
Building a bot to play Tic-Tac-Toe
Building two bots to play connect four against each other
Building two bots to play Hexapawn against each other

Introduction and installation of packages
Tokenizing text data
Converting words to their base forms using stemming
Converting words to their base forms using lemmatization
Dividing text data into chunks
Extracting the frequency of terms using a bag of words model
Building a category predictor
Constructing a gender identifier
Building a sentiment analyzer
Topic modeling using latent dirichlet allocation

Understanding sequential data
Handling time-series data with pandas
Slicing time-series data
Operating on time-series data
Extracting statistics from time-series data
Generating data using Hidden Markov Models
Identifying alphabet sequences with conditional random fields
Stock market analysis

Working with speech signals
Visualizing audio signals
Transforming audio signals to the frequency domain
Generating audio signals
Synthesizing tones to generate music
Extracting speech features
Recognizing spoken words

Installing OpenCV
Frame differencing
Tracking objects using colorspaces
Object tracking using background subtraction
Building an interactive object tracker using the CAMShift algorithm
Optical flow based tracking
Face detection and tracking
Eye detection and tracking

Introduction to artificial neural networks
Building a Perceptron based classifier
Constructing a single layer neural network
Constructing a multilayer neural network
Building a vector quantizer
Analyzing sequential data using recurrent neural networks
Visualizing characters in an Optical Character Recognition database
Building an Optical Character Recognition engine

Understanding the premise
Reinforcement Learning versus supervised learning
Real world examples of reinforcement learning
Creating an environment
Building a learning agent

What are Convolutional Neural Networks?
Architecture of CNNs
Types of Layers in a CNN
Building a perceptron-based linear regressor
Building an image classifier using a single layer neural network
Building an image classifier using a Convolutional Neural Network

Learn AI with python from the basics. This is the complete course for python beginners to intermediate students. The course certificate in ai with python covers all the essentials of artificial intelligence that are used in today's world. Python is a powerful machine learning language that helps many businesses understanding their critical data around the world.

If you want to learn data science and python programming in the general term with the in-depth curriculum, then this is the course for you. Ai means Artificial Intelligence is the need for businesses nowadays. So, if you learn this skill, then you can build up a righteous path for your career. As you will explore concepts like python lists, arrays, and data frames. Besides this, you will also know other terms.

What will you explore in this online course?

You will understand the basic concepts of Python
Also, getting knowledge of data structure
Learning and working with data sets
mastering one of the most popular programming languages
typing the efficient codes
becoming expert with the essential functions.

So, enroll in this course because this will allow you to be the master of data visualization and after the course, you will start working on these similar projects in the companies. Also, you can go with other advanced studies to be more professional.

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As soon as you buy course and take an exam of the course, you will be able to take or download your certificate from your account. Please, Go through a step by step guide below.
1- Select your Course for Certification.

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3- Proceed to Checkout If You are registered User or Create an Account.

4- Choose Your Billing Address or Add New and Click on Continue.

5- Choose Payment Method and Click on Continue to Complete Your Payment.

6- After Successful Payment You will receive an Email regarding your order, and You can login your account in order to access the course and its exam.

7- After, You Finish an exam, and qualified it, you will be able to download your certificate immediately.

Yes. It is Completely Online. We don't provide offline classes for any of our courses.

Yes, it is government Certified. Acme Collins School is authentic and approved, which makes it the right choice for anyone who wants to procure a certificate of importance Read More.

To buy a course, you need to click on the ‘Buy Now’ option available on the course page. After clicking on it, you can proceed ahead and make the payment of the course using a convenient mode of payment to buy it. For Help Watch a video here

After you have selected the course that you wish to purchase, click on the ‘Buy Now’ option on the course page. This will redirect you to the Checkout page. In case you wish to apply any coupon code, the page will provide you an option to do so.

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After making the payment successfully, you will receive a confirmation message as well as an email at the registered email address.

How To Make Payment of The Course - Watch Video

You can immediately start the course as per your convenience by going on the dashboard and entering the correct credentials. Check, How can I login to my course.

The courses available here are completely online and, thus, offer the flexibility to one to complete the course within his/her time.

Yes, there is an Exam there for each of the courses. In order to complete the course, the user must finish the exam. Only after its completion, a certificate will be generated for the same.

There is a step-by-step guide to take online exam of the course.
Step 1 - Login Your Account with the credentials (Email - ID and Password) you have created at the time of registration

Step 2 - Click on "MY COURSES"

Step 3 - Navigate the left panel of your browser screen and scroll down

Step 4 - At last, you will see EXAM option, click on that and the exam screen will appear with information such as No. of questions and exam time.

Step 5 - If you are preparing for it, Then Click on START EXAM.
Know more, How To Take Exam

Yes, you will receive the hard copy of the certificate within seven days after the successful completion of the course Exam.

You can go to your course dashboard and download the Certificate from there. You will be asked to enter your Email ID and password.

The hard copy is sent to the user immediately after he/she completes the course Exam. It generally takes a minimum of 7 days till the user receives the Certificate’s hard copy. This time varies as per the address of the user. However, the soft copy of the course certificate can be generated instantly after finishing the course exam.

For verification of the course certificate, you have to simply scan the QR code or can use Certificate No to verify your certificate.

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