Machine Learning Training in Chennai

Machine Learning Training in Chennai at Htop Solutions will help you to become an expert in Machine Learning technology, with the inherent capacity to automate analytical model development to create systems that make choices with minimal human involvement. Machine Learning Training Institute in Chennai OMR is the best option since it provides machine learning courses that are specifically designed to teach the statistical techniques that are utilized in the Artificial Intelligence technology stream.

Beginner 4.78 No of Ratings : 66 No of Enrollments : 78


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Key Features

Lifetime Access
Realtime Code Analysis
CloudLabs
24x7 Support
Money Back
Project Feedback


About Machine Learning Training in Chennai

What is Machine Learning?

  • Machine learning is a component of artificial intelligence which enables the systems to learn and function better without it being taught. Machine learning methods concentrate solely on computer software, such as network intrusion detection, phishing emails and big data when an engine for particular job execution instructions is not appropriate..
  • Machine learning is still a difficult monster. The latest form of Chennai machine learning is 'deep study' which builds a theoretical structure is called a neural network based on large amounts of data. Machine learning has a promising future. It is regarded as an unbelievably powerful technology since machine learning can solve issues that cannot be resolved.
  • Software Engineer, Software Developer, Data Scientist, Designer in Human-Centred Machine Learning, Machine Learning expert, Automation Expert, Artificial Intelligence Engineer, NLP Engineer.
  • The average pay for an engineer is Rs. 7,50,000 to Rs. 8,20,000 a year. A machine teacher makes approximately US$ 108,547 year worldwide.
  • Microsoft, Amazon, Adobe, Google, Apple, Siemens Group, Symantec, Accenture, Infosys and JP Morgan Chase & Co are reported to have hired the machine learning engineers.
  • According on Gartner Inc.'s estimates, Machine Learning Technology would generate about 2.3 million employment by the end of 2021.

What Will I Learn?
  • Master degree in supervised, unattended and modeling learning techniques.
  • Get an understanding of mathematics and machine learning elements.
  • Understand the activities of vector support machines, linear regression, decision-making tree, closest neighbors and means clustering of K.
  • Achieve practical knowledge of principles, algorithms and machine learning.


About Our Machine Learning Trainer

  • Trainers help to build the skills set necessary for specialists in machine learning through theoretical and practical experience that covers all of the students' key topics in machine learning.
  • Our Machine Learning Trainers have 10+ years of expertise in the machine learning platform and are among the leading IT MNCs
  • They are enthusiastic and committed to educating applicants utilizing our Machine Learning course in Chennai.
  • Our trainers improve the understanding of applicants by teaching python and R programming to industry standards with all machine learning principles, neural networks, machine learning algorithms.
  • Our trainers are pleasant, easily accessible by giving each candidate personalized attention and helping them to overcome coding difficulties.
  • Our machine trainers evaluate, analyze code and assist complete projects by creating all the machine learning required. So our Chennai Machine Learning Course is favoured by everyone.
  • Our trainers share their industrial experiences, recently asked for interviews and responses and assist to restart and strengthen the trust that helps break the interview.


Our Course Details

Introduction to ML, AI

  • Why we require AI and ML?
  • Problem with traditional Software systems
  • Opportunities with AI,ML
  • What you need to excel - only a logical mind!!
  • Tools and Software to efficiently build ML models
  • Why R and Python(with Tensorflow) is very popular ?

Your first ML model

  • Understand what actually is a ML model
  • How to handle data
  • Preprocessing data
  • Types of ML models - Supervised and Unsupervised
  • A peek into Reinforcement Learning
  • How to break your data into Training and Test
  • Cross validation techniques

Linear Regression

  • Understand Linear Regression
  • Gradient Descent
  • Do actual hands on and understand the calculations behind Gradient Descent
  • Brush up on Differentiation to understand the maths behind the hands on
  • Code both in R and Python
  • Learn how to improve your model

Overfitting

  • Overfitting is one of the most difficult aspect to learn while building a ML model
  • Use the above Linear Regression model to understand Overfitting
  • Learn with Hands on - how to avoid Overfitting
  • Bias Variance Tradeoff
  • Regularization - Ridge, LASSO
  • ANOVA, F tests
  • Logistic Regression
  • Understand CLassification with Logistic Regression
  • Maximum Likelihood Estimation
  • Build an end-end model with Logistic Regression using scikit Learn
  • Hands on - how actually you will build a model in the Industry
  • How to code for Interviews, Data Science Competitions

Decision Trees

  • What is a Probability based model and why Decision Tree is such a model? Understand the concepts of Entropy, Gini Impurity, Information Gain Do a detailed hands on project to predict the possible Loan Defaulters for a large multi-national bank
  • Apply the concepts of Overfitting
  • How to improve the Decision Tree model without Overfitting
  • Bagging, Boosting
  • Random Forest
  • AdaBoost, Gradient Boost

k-NN

  • Understand a Distance based model with kNN
  • how to choose the value of k
  • Project work on Predicting Breast Cancer

Support Vector Machines(SVM)

  • The power of SVM and what it can do which other models cannot
  • Why SVM is so popular in the industry
  • Learn all about Kernel Functions
  • Different Kernel functions
  • Build an OCR(Optical Character Reader) with the help of SVM and Kernel functions
  • Neural Networks
  • Why Neural Networks can actually solve any Complex pattern?
  • How to build the Neural Network Architecture
  • How Neural Network mimics the cognitive capabilities of humans
  • Build your own AND,OR,NOT,XOR,XNOR Logic Gates with Neural Network
  • Understand Forward & Backward Propagation
  • Plot a Neural Network with code and map your understanding between theory and practical
  • Change the architecture with code and see how the Neural Network behaves
  • Different Activation Functions
  • Vanishing Gradient problem
  • Loss functions

Deep Neural Networks

  • Optimization methods
  • Gradient Descent with Momentum, RMSProp, ADAM
  • Learning Rate Decay
  • Xavier Initialization
  • Introduction to Keras and Tensorflow(TF)
  • Deep Learning in Keras with TensorFlow as the backend
  • Project Work

Unsupervised Learning

  • Basic concepts of Clustering
  • k-means Clustering
  • Hierarchical clustering
  • Build a hands on project to do Social Media analysis with Clustering

PCA

  • Principal Component Analysis(PCA)
  • Learn the maths behind PCA
  • Learn how to code and plot a PCA
  • Recommendation Engine
  • Understand how Netflix or any other Tech giant uses Recommendation Engine
  • Content and Collaborative Filtering
  • Pros and Cons of different approaches of Recommendation Engine
  • Market Basket Analysis
  • Apriori Rules
  • Build your own Recommender System

Computer Vision

  • Image Detection, Image Classification, Localization
  • Introduction to Convolutional Neural Networks(CNN)
  • Build a Handwritten Digit recognizer with CNN
  • Strides, Padding concepts
  • Convolutional, Padding and Fully Connected layers
  • Sliding Window
  • Edge Detection

Advanced Computer Vision

  • YOLO ALgorithm - You Only Look Once
  • Introduction to classical networks like LeNet5
  • IoU
  • Build an Image Classifier with CNN
  • Data Augmentation Techniques
  • Natural Language Processing(NLP)
  • Introduction to Natural Language Processing(NLP)
  • Text Preprocessing
  • Lemmatization, Stemming
  • Syntactical Parsing, Entity Parsing
  • CTopic Modelling with Latent Dirichlet Allocation(LDA)
  • Collapsed Gibbs Sampling
  • Word Embedding with Word2Vec - CBOW and SkipGram models
  • Restricted Boltzman Machines
  • Recurrent Neural Network(RNN) and Long Short Term memory(LSTM)
  • Build a chatbot with the above concepts of NLP and Neural Networks

Introduction to AI

  • History of AI
  • State of the Art AI
  • Types of Agents
  • Types of Environments
  • Asymptotic Notations

Search

  • Uninformed Search-Breadth first search
  • Uniform Cost Search
  • Depth First Search
  • Depth-Limited Search
  • Iterative Deepening Depth-First Search
  • Bidirectional Search
  • Informed Search-Greedy Best-First Search
  • A* Search
  • Beyond Local Search-Hill Climbing
  • Simulated Annealing
  • Beam Search
  • Genetic Algorithms
  • Online Search
  • Informed Search

Adversarial Search

  • Min-max Tree
  • Alpha-Beta Pruning
  • Move Ordering
  • Stochastic games

Constraint Programming

  • Constraint Satisfaction Problems
  • Map coloring
  • Sudoku
  • Job scheduling Constraint Propagation
  • Backtracking

Reinforcement learning

  • Passive Reinforcement learning
  • Active Reinforcement learning
  • Policy Search
Machine Learning training and certification in Chennai OMR, The need for machine learning experts is increasing in the technological sector, so take a Machine Learning Course in Chennai to prepare for the future. Investing in and training in artificial intelligence, which is now the most popular talent, has never been more important. Join our top Machine Learning Certification course in Chennai and take your career to the next level in Machine Learning, Data Analytics, Artificial Intelligence, and many more areas of interest.
  • 100 % Job Placement and Certification: With the best Machine Learning training in Chennai with placements, we offer 100 percent placement help to qualified students once they have completed the training program with the organization.
  • Trainers: Machine Learning Instructors with far more than a decade of expertise in the Machine Learning Platform are available on request.
  • Syllabus: Courseware that has been developed by Industry Experts to provide a thorough knowledge of concepts including such unsupervised learning, as well as other related topics.
  • Student free benefits: Our training explains every topic via a practical method to address real-world issues by using a machine learning approach.

  • Renu

    Thanks to Htop Solutions, I am now a Data Engineer in one of the reputed organizations and it is all possible only with your expert training. I recommended you to most of my friends and family members. Thanks for your support.

    Akshaya

    I did the Machine Learning course in your training institute. It was simply awesome. All the staff members are friendly and they trained our batch well. Also, the assistance they provide us was too good. Great place to learn and excel.

    Mani

    I thank the people of Htop Solutions. Your training institute is the place where I learnt. Now I am in a good position earning more. And, this is all only because of you. I got placed through your placement facility. Your institute is special always. Thank you.


Benefits Machine Learning Training Course in Chennai

Best Machine Learning training institute in Chennai, we're based on the favourable evaluations of our students with an effective training track of over many IT professionals. Our Machine Learning training in Chennai is built on a detailed course plan that helps both new and seasoned engineers, developed by our group of specialists. Each training session involves the development of both theoretical and compulsory practices for the actual world.
  • Attend trend courses throughout your whole career, even at work.
  • Work with individuals with a lot of scientific knowledge.
  • Attend classroom instructor-led hours
  • Work on initiatives that are relevant for the actual world in real time.
  • Learn from other experts and be taught in return.
  • 100% placement aid and support
  • Get a certificate of completion of an industry approved course.


Placement of Machine Learning Training Course in Chennai

Best Machine Learning training in Chennai with placements, Htop Solutions offers Complete hands-on machine training with 100% placement opportunities in Chennai. To meet the particular requirements of the applicants, we also provide an online machine training program with live trainers. Our machine learning course in Chennai offers professional teams assistance in career counselling, preparing for interviews, mock interviews, employment advice, and certification support, producing summaries and updates of jobs.



About HTOP Solutions

Htop Solutions is the best software training institute in Chennai for result-driven and job-oriented training. Our mix of online learning with controlled intervention guarantees that your recruitment companies have an attractive online portfolio. These courses provide you with a very fast career path in the IT sector. Learn from the convenience of your home and reach your FIRST JOB objective.



FAQ

Basic knowledge of any computer language
Good mathematical knowledge and statistical ideas

Regular training takes 45 hours of machine learning. Select your daily or weekend training choices.

Machine Learning knowledge is intended for people who are interested or who work in jobs covered by engineering, programming, artificial intelligence, profound education, robot technology, big data, intelligence, data analytics, neural networks, software development, technical support, etc. This topic is best suited to professionals who are interested in a career or related jobs in machine learning.

Our Chennai Machine Learning begins with the fundamentals that make it simple for novices to reach higher levels. You become a master in machine learning in 45 hours of training.

Yes, We provide a free demo class to everyone before enrollment. You can explore the most significant aspects of training with the help of Demo.

With the next Machine Learning batches, you may attend your missed classes. We will also give you a recorded video of our live session.

Our Live Trainer utilizes online technologies and methods that enhance online training experiences with excellent live presentations online. Students may watch, engage and clarify doubts throughout the lecture.