The training provided on Artificial Intelligence by SV Soft Solutions is very easy and people with no prior skills can take up the Artificial Intelligence Course to master the skills needed. After the completion of the course, one can efficiently work as an AI professional. No specific skills or education is required to learn Artificial Intelligence.
Course Overview
The online training provided by SV Soft Solutions on Artificial Intelligence is one of the most comprehensive. The course is packed with practical projects and assessments that will help the trainees gain experience of how Artificial Intelligence is used in the real world. With the help of this training, a person will be able to master the skills that are required to become an Artificial Intelligence professional. In-depth knowledge is provided on several concepts that include Machine Learning, Artificial Neural Networks, Data Science, Advanced Analytics and much more.
About Artificial Intelligence
An area of computer science that emphasizes the creation of intelligent machines that work and think like a human. Artificial intelligence helps to implement some activities on the computer system that includes speech recognition, problem-solving, learning and planning. Intelligent machines are created with the help of artificial intelligence. It is one of the most important parts of the technology industry. The research that is associated with the artificial intelligence us highly technical and specialized. Knowledge engineering is the core part of Artificial Intelligence research.
What are the objectives of doing Artificial Intelligence Online Training?
There are various objectives that are offered by artificial intelligence training. Several concepts are covered in the training provided and thus a lot of skills are mastered by the trainee that includes the following -
- Understanding the different concepts of machine learning that includes mathematical concepts as well.
- Comprehending theoretical and practical machine learning experience.
- Understand TensorFlow concepts, operations, functions and the execution pipeline.
- Understand how to implement AI techniques for problem-solving and explaining its limitations.
- Analyze and utilize data with the help of neural networks.
Why should you do Artificial Intelligence Online Training to grow your career?
Artificial Intelligence has a huge demand in the IT market as it is one of the most widely used concepts. Almost everything in the digital generation works with the help of artificial intelligence and therefore companies are looking for professionals with the required skills. Other benefits of learning Artificial Intelligence are -
- AI has been recognised as a cutting edge technology in today's world and various companies have already started using it and many are adopting it every single day.
- You can bag one of the highest paying jobs and the most suitable jobs available in the market.
- The average salary earned by AI professionals amounts to $246,500 per year.
Who should do Artificial Intelligence Online Training?
The Artificial Intelligence Course Training Online will be very helpful for a few positions. Some of the job roles will be able to acquire the maximum benefits available.
- Professionals in Analytics
- Search Engine Professionals
- E-commerce professionals
- Software Professionals
- Data Science professionals
What are the skills you will learn after completing Artificial Intelligence Online Training?
There are various concepts learned by the trainees after successfully completing the Artificial Intelligence Training Online offered on Artificial Intelligence. The skills learned by a person are as follows -
- Understanding the concepts of Machine Learning and Deep Learning.
- Deep Learning training models.
- Backpropagation of neutral networks available.
- Building Neural networks in AI.
- Numerical TensorFlow computation.
- Working with the recommender system in AI.
1. Certificates Provided
The certifications available after completing Artificial Intelligence Course are -
- Business Transformation Executive
- Introduction to Artificial Intelligence
- Artificial Intelligence Professional
- Artificial Intelligence Expert
2. What career paths are available after completing Artificial Intelligence Online Training?
The different career options available after completing Artificial Intelligence Training are -
- Video Game Programmer
- Military Profesional
- Software Engineer
- Robotics Programmer
- Data Mining Analyst
- Machine Learning Researcher
3. Which companies recruit Artificial Intelligence professionals?
- Data Core Systems
- PNR Software Solutions
- IBM India
- Accenture India
- Personaliq
- Amazon
Module 1: Introduction to Data Science (Duration-1hr)
- What is Data Science?
- What is Machine Learning?
- What is Deep Learning?
- What is AI?
- Data Analytics & it’s types
Module 2: Introduction to Python (Duration-1hr)
- What is Python?
- Why Python?
- Installing Python
- Python IDEs
- Jupyter Notebook Overview
Module 3: Python Basics (Duration-5hrs)
- Python Basic Data types
- Lists
- Slicing
- IF statements
- Loops
- Dictionaries
- Tuples
- Functions
- Array
- Selection by position & Labels
Module 4: Python Packages (Duration-2hrs)
- Pandas
- Numpy
- Sci-kit Learn
- Mat-plot library
Module 5: Importing Data (Duration-1hr)
- Reading CSV files
- Saving in Python data
- Loading Python data objects
- Writing data to csv file
Module 6: Manipulating Data (Duration-1hr)
- Selecting rows/observations
- Rounding Number
- Selecting columns/fields
- Merging data
- Data aggregation
- Data munging techniques
Module 7: Statistics Basics (Duration-11hrs)
- Central Tendency
- Mean
- Median
- Mode
- Skewness
- Normal Distribution
- Probability Basics
- What does mean by probability?
- Types of Probability
- ODDS Ratio?
- Standard Deviation
- Data deviation & distribution
- Variance
- Bias variance Trade off
- Underfitting
- Overfitting
- Distance metrics
- Euclidean Distance
- Manhattan Distance
- Outlier analysis
- What is an Outlier?
- Inter Quartile Range
- Box & whisker plot
- Upper Whisker
- Lower Whisker
- Scatter plot
- Cook’s Distance
- Missing Value treatment
- What is a NA?
- Central Imputation
- KNN imputation
- Dummification
- Correlation
- Pearson correlation
- ositive & Negative correlation
Module 8: Error Metrics (Duration-3hrs)
- Classification
- Confusion Matrix
- Precision
- Recall
- Specificity
- F1 Score
- Regression
- MSE
- RMSE
- MAPE
Module 9: Machine Learning
Supervised Learning (Duration-6hrs)- Linear Regression
- Linear Equation
- Slope
- Intercept
- R square value
- Logistic regression
- ODDS ratio
- Probability of success
- Probability of failure Bias Variance Tradeoff
- ROC curve
- Bias Variance Tradeoff
- K-Means
- K-Means ++
- Hierarchical Clustering
- Support Vectors
- Hyperplanes
- 2-D Case
- Linear Hyperplane
- Linear
- Radial
- polynomial
- K – Nearest Neighbour
- Naïve Bayes Classifier
- Decision Tree – CART
- Decision Tree – C50
- Random Forest
Module 10: ARTIFICIAL INTELLIGENCE
AI Introduction (Duration-9hrs)- Perceptron
- Multi-Layer perceptron
- Markov Decision Process
- Logical Agent & First Order Logic
- AL Applications
Module 11: Deep Learning Algorithms (Duration-10hrs)
CNN – Convolutional Neural Network
RNN – Recurrent Neural Network
ANN – Artificial Neural Network
Introduction to NLP (Duration-5hrs)- Text Pre-processing
- Noise Removal
- Lexicon Normalization
- Lemmatization
- Stemming
- Object Standardization
- Syntactical Parsing
- Dependency Grammar
- Part of Speech Tagging
- Entity Parsing
- Named Entity Recognition
- Topic Modelling
- N-Grams
- TF – IDF
- Frequency / Density Features
- Word Embedding’s
- Text Classification
- Text Matching
- Levenshtein Distance
- Phonetic Matching
- Flexible String Matching
Reviews
Ramesh
The training provided by SV Soft Solutions is one of the best with great quality videos and best instructors. A great platform that provides great support and the queries are also resolved very quickly. The trainers were very helpful and friendly who has helped me complete the course very easily.
Suresh
SV Soft Solutions has helped me a lot to secure one of the best jobs available in the Artificial Intelligence Industry. There were several projects included that really helped me to get the experience of the real wor The course content was really great.