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Which Machine Learning Career is right for you?

Machine Learning SKILLS lead to competitive salaries

On average, jobs with Machine Learning skills pay around $1,11,855 per year

Ready to start your application?

PICK YOUR LEVEL

MACHINE LEARNING & DATA SCIENCE DEMO | Rs 49/-

Course Duration: 3 Hours

Course Fees: Rs 49/-

Course Trainer: Vijay Bhaskar / Machine Learning Engineer

Language: English, Tamil

REGISTER FOR JUST RS 49/-
Machine Learning – Demo:
1. Why and What is machine Learning and Where is it applied?
2. What the tools used in Machine Learning?
3. Introduction Applied Mathematics Eigen Values, Statistics, and Probability Theory in Machine Learning?
4. Introduction to Python Programming for Machine Learning
5. Overview on Key aspects Dimensionality Reduction PCA, Clustering K-Means,
6. Supervised Learning
DATA SCIENCE & MACHINE LEARNING ADVANCED | Rs 29999/-

Course Duration: 5-6 months

Course Fees: Rs 29,999/-

Course Trainer: Vijay Bhaskar / Machine Learning

Language: English, Tamil

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  • INTRO TO PYTHON

    • Python Basics
    • Python Data structures
    • Python Programming
    • Woking with data using Python
    • Numpy
    • Pandas programming
    • Data Visualization
  • EDA

    • Types of Variables and Analyses
    • Univarate
    • Bivariate
    • ANOVA
    • Case Study
  • INFERENTIAL STATISTICS

    • Basic of Statisitics
    • Basics of Probability
    • Discrete Probability
    • Continuous probabiltiy
    • Central Limit theorem
    • Hypothesis Testing
    • Null and Alternate Hypothesis
    • P-value method
    • Critical Value Method
    • A/B tesing
    • Two-Sample mean tests
    • T-Distribution
    • Case Study
  • UNSUPERVISED LEARNING

    • PCA theory
    • PCA in Python
    • Clustering – Theory
    • K-Means Clustering
    • K-means Python
    • Hierarchial Clustering

  • SUPERVISED LEARNING

    • Linear Regression Theory Lab
    • Logistic Regression Theory Lab
    • Naives Bayes
    • Bayes Theorem
    • Naives Categorical Data Lab
    • Naives Bayes For Text Classification

  • ADVANCED REGRESSION 

    • Generalized Regression – polynomial
    • Regularized Regression – Ridge Lasso

  • SVM

    • Maximum marginal classifier
    • Soft Margin Classifier
    • Kernels
    • SVM Classifier/Regressor

  • CART & ENSEMBLES

    • Decision Trees Theory
    • Decision Trees Regression and Classification
    • Pruning and Truncations
    • Ensemble – RandomForest
    • Advanced Machine Learning
    • Boosting
    • Boosting Algorithm
    • Distribution and Parameter Calc
    • Adaboost Lab
    • Understanding Gradient Boosting
    • Gradient Boosting Algorithm
    • Gradient Boosting Consolidated
    • XGBOOST – Theory
    • Practices Lab
    • Model Selection
    • Choosing DTs and RandomForests
    • End to End Modelling
    • CART and CHAID
    • Case Studies
NLP DEMO | Rs 49/-

Course Duration: 3 Hours

Course Fees: Rs 49/-

Course Trainer: Vijay Bhaskar / Machine Learning Engineer

Language: English, Tamil

REGISTER FOR JUST RS 49/-
NLP – Demo
1. What is Natural Language processing?
2. Applications of NLP and case studies
3. Introduction to NLTK, RE, text Processing
4. Spam Classification
5. Overview of Lexical Processing , Information Extraction
6. Overview of Semantic Processing – PCFG -Rules, HMM
7. Overview of Syntactic Processing – LDA, LSA
8. Typical NLP Tasks
NLP ADVANCED | Rs 19999/-

Course Duration: 4-5 months

Course Fees: Rs 19,999/-

Course Trainer: Vijay Bhaskar / Machine Learning

Language: English, Tamil

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  • INTRO TO PYTHON

    • Python Basics
    • Python Data structures
    • Python Programming
    • Woking with data using Python
    • Numpy
    • Pandas programming
    • Data Visualization
  • LEXICAL PROCESSING 

    • Regular Expressions
    • Basic Lexical Processing
    • StopWords
    • Stemming
    • tokenization
    • TFIDF, BOW, Spam Detector
    • Introduction to NLTK, Gensim, Spacy
    • Text Preprocessing
  • PHONETIC HASING

    • Edit Distance
    • Canonicalization
    • Latent Semantic Hashing
    • Point-wise Mutual information
    • Word-Movers Distance
    • Edit Distance
    • Canonicalization
    • Latent Semantic Hashing
  • SYNTACTIC PROCESSING 

    • Introduction
    • POS Tagging – Varaints
    • Viterbi Heuristic
    • Hidden Markov Models
    • Deep Learning POS Taggers
    • Dependency Parsing
    • Top Down Parsing
    • Chomsy Norman Parsing

  • INFORMATION EXTRACTION 

    • POS Tagging
    • Named Entity Recognition
    • HMM and IOB BILOU Labeling
    • Condition Random Fields
    • Theory
    • Practice
    • Similarity measures
    • Case Study

  • SEMANTIC PROCESSING 

    • Entity Types
    • Lesk Alogirthm-Theory
    • Word Sense Disambiguation
    • WSD – Lesk
    • WSD Phonetic Hasing
    • Distribution Semantics
    • Word Co-occurence
    • Word vectors
    • Word Embeddings
    • Word2Vec
    • LSA
    • Python Practice of Word2Vec
    • Python LSA Practice
    • Topic Modelling
    • pLSA
    • LDA
    • Matrix Factorization Based Topic Modelling
    • KL Divergence
DEEP LEARNING USING KERAS DEMO | Rs 49/-

Course Duration: 3 Hours

Course Fees: Rs 49/-

Course Trainer: Vijay Bhaskar / Machine Learning Engineer

Language: English, Tamil

REGISTER FOR JUST RS 49/-
Deep Learning using Keras – Demo
1. Overview of Neural Networks and Applications of Neural Networks
2. Overview of Convolutional Neural Networks and Evolution Applications
3. An overview CNN architectures – Transfer Learning
4. Implementation of CNN Image Classification Using Keras
5. Overview of Keras – Deep Learning
6. Overview of Recurrent Nerual Networks, LSTMs, GRUs
7. Overview of GAN
NEURAL NETWORKS ADVANCED | Rs 19999/-

Course Duration: 3- 4 months

Course Fees: Rs 19,999/-

Course Trainer: Vijay Bhaskar / Machine Learning

PREREQUISITE : Machine Learning Advanced course

Language: English, Tamil

APPLY NOW
  • INTRO TO PYTHON

    • Python Basics
    • Python Data structures
    • Python Programming
    • Woking with data using Python
    • Numpy
    • Pandas programming
    • Data Visualization
  • NN

    • Introduction to NN
    • Strucuture and Working of Nerual Networks
    • FeedForward
    • Backpropagation
    • Modifications to NN
    • Hyperparameter Tuning
  • CNN

    • Introdction to CNN
    • Building CNNs with Python Keras
    • CNN artchitecture and Transfer Learning
    • Style Transfer and Object Detection
    • Using CNNs with Flower Classification
    • Using CNNS with X-Rays
    • Using CNNs to detect Videos
    • Using CNNs for Object Tracking
    • Object Classfication
  • RNN

    • Recurrent Neural Networks
    • Theory and Variants of RNNs – BPTT
    • Building RNNs and Variants
    • 1D Convolutions
    • Recurrent Neural Networks
    • Theory and Variants of RNNs – BPTT
  • TENSOR FLOW
    • Tensor Flow Utilities
    • Document Summarization using Tensor Flow
  • PROJECT CASE STUDY 
  • AUTOMATIC TEXT GENERATION
  • VIDEO & VOICE SUMMARIZATION

WHY CTMS FOR MACHINE LEARNING?

Industry certified Syllabus

Up to date Industry relevant course curriculum with advanced modules to nurture your skills for a future-proof career & Business.

Career Support

Job placement support and career guidance will help you land a good paying job. Get unlimited job vacancies right from the last day of training

Exam and Certification

Up to date Industry relevant course curriculum with advanced modules to nurture your skills for a future-proof career & Business.

Hands On Training

Get Hands on project exposure on development and admin skills. Live Projects with Complete Guidance for every Course

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  • Machine Learning & Data Science, NLP & Neural Networks Training
  • Python Training
  • Digital Marketing
  • Google Analytics Training
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TESTIMONIALS

CTMS Freshers Program is very interesting and they really helped me to identify the right course based on our technical background and gave me a complete roadmap on how to get a job after several rounds of 1-1 discussion . After learning freshers and Full stack developer program .I have got placed in a start up company

Muthu Raj

Trained for Freshers and full stack program

I was .Net developer .I learnt Salesforce Admin and PD1 from CTMS .Their course is completely aligned with Salesforce certification and it helped me to crack Admin certification now I’m on the way to crack PD1 and Got into salesforce Practice in my company .I’m not at all worried about layoffs in my company since I’m into this demanding skillset in the market. Thanks to CTMS for this change.

Ram Kumar

Trained for Salesforce program

CTMS Python program have a bunch of experienced Architects and special thanks to Akash who not only gave coding skills but gave complete technical landscape in Tamil so that I was able to think technology in our native language. My perception to coding has completely changed after attending Python program in CTMS . ITS REALLY VALUE FOR MONEY

Thanga Vel

Trained for Python program

The course content of Machine learning is structured well and the cost is very less in the market. I’m doing my PHD and with just 14,999 the theoretical and hands are covered completely. I’m now on the way for Neural networks course which once I though its very dry subject . Vijay Bhaskar is having rich experience in real time projects on these skills and its no more a dry or a complex subject to hit.

Arjun Vikram

Trained for Machine Learning program

CTMS is the only IT training company which teaches Technology in Tamil .I was almost out of IT completely lost ,Now with the training in Salesforce Admin and PD1 in tamil .I have cleared Admin certification and preparing for PD1 .CTMS guides from cracking certifications to job interviews

Shahul Ahmed

Trained for Salesforce program

I joined Digital marking course in CTMS this was taken by Akash and Aravind they are entrepreneurs and they go in depth in this course now I’m doing freelancing on my own .Thanks to CTMS .

Jaya Balan

Trained for Digital Marketing program

I joined Python course initially .The way they go in depth in each topic by explaining in tamil is really wonderful and interesting .I joined this program for career upliftment but now I can call myself as Tech Enthusiast and I have now enrolled in Data science .Thanks to CTMS for this transformation within me.

Vignesh Raj

Trained for Python program

I took Big data course in CTMS . It used to be an area where only very technical sound people can take up with lot of ambiguity I took this but after hitting 5 courses I felt that I should have joined even before , nevertheless I’m satisfied I’m on the right direction .Thanks to CTMS for showing me technology is easy when you learn in depth in your native language.

Surya D

Trained for Big Data program

I joined Salesforce Salescloud . I was originally a Siebel CRM Expert. Madhavan explained all the concepts in co relation with Siebel and how it evolved in Salesforce that made me learn salesforce superfast . I’m now certified in Admin and salescloud . Thanks to CTMS for helping me to migrate to Salesforce with so less cost. Really value for money

Harish K

Trained for Salesforce Salescloud

I joined Python course in Tamil .This was a new element where in initially I was little not confident how language matters in technical training but then at the end I realized the impact .The Analogy used to explain the concept was something Fantastic .

Kumaresan

Trained for Python in Tamil

Who can enroll in this program ?

  • IT Professionals
  • Analytics Managers
  • Other CRM Functional and Technical people
  • Industry specific Process or functional consultants .
  • Sales,Service and Marketing managers/Consultants
  • Freshers .

Exams & Certification

CTMS Certification is Accredited by all major Global Companies around the world. We provide after completion of the theoretical and practical sessions to fresher’s as well as corporate trainees.

Our certification at CTMS is accredited worldwide. It increases the value of your resume and you can attain leading job posts with the help of this certification in leading MNC’s of the world. The certification is only provided after successful completion of our training and practical based projects.

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