Machine Learning Training in Chennai
5 Star Rating 587 Learners
Machine Learning Training in Chennai at Credo Systemz offers extensive courses to learn the statistical methods used in Artificial Intelligence technology stream. Being ranked amongst the top training institutes for Artificial Intelligence and Machine Learning in Chennai, we provide the course with Python and R Programming. Machine Learning is about data and algorithms, but predominately data.
Since Machine and Artificial Intelligence is ruling every industry, it’s the exact time for you to equip and train yourself on the most demanded skill of Machine Learning. Join our Machine Learning training program in Chennai, take a career leap in Machine Learning, Data Science, Data Analytics, Artificial Intelligence and much more.
About Machine Learning Course
Machine Learning is a subset of Artificial Intelligence that focuses on the development of computer programs that can access data and use it to learn themselves for future occurrences. The primary objective of Machine Learning is to allow the computer to learn automatically without human intervention or assistance and adjust actions accordingly. It simply uses algorithms that infer the rules, and then allow the computer to decide on what action to be performed.
For example, you post a photo and immediately you are given suggestions on whom to tag in the photo. Or when you need to book a taxi, and you get to see the Taxi price estimation almost instantly… And this easing out most of the day to day activities, Machine Learning is one of the most in-demand technologies budding in the computer industry.
You can check below the detailed Machine Learning Course Content and contact us to know more about the Machine Learning course fees.
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Section 1: Introduction to ML
- What is ML?
- Why ML?
- Opportunities in ML
- What is ML models?
- Why R and Python is popular?
Section 2: ML Model Overview
- Introduction to ML Model.
- Data Handling
- Data Pre-processing
- Types of ML Model.
- Supervised and Unsupervised.
- How to test your Data?
- Cross validation techniques
Section 3: Linear Regression
- What is Linear Regression?
- Gradient Descent overview.
- Gradient Descent Calculations.
- R and Python Overview.
- How to improve your model?
Section 4: Overfitting
- Overfitting Overview
- How to use Linear Regression for Overfitting?
- How to avoid Overfitting?
- Bias-Variance Tradeoff.
- Regularization – Ridge, LASSO
- ANOVA, F tests overview.
- What is Logistic Regression?
- Classification with Logistic Regression.
- Maximum Likelihood Estimation.
- Build an end to end model with Logistic Regression using scikit Learn.
- How to build a model in the Industry?
Section 5: Decision Trees
- Why Decision Tree?
- Entropy, Gini Impurity overview
- Implement Overfitting.
- How to improve the Decision Tree model without Overfitting?
- Bagging, Boosting
- Random Forest
- AdaBoost, Gradient Boost
Section 6: k-NN
- Distance based model with kNN.
- Value of k – overview.
Section 7: Support Vector Machines(SVM)
- Power of SVM overview.
- Why SVM?
- What is Kernel Functions?
- What are the Kernel Functions available?
- How to Build an OCR(Optical Character Reader) with the help of SVM and Kernel functions?
- Neural Networks overview.
- Why Neural Networks?
- What is Neural Network Architecture?
- How to build AND, OR, NOT, XOR, XNOR Logic Gates with Neural Network?
- What is Forward & Backward Propagation?
- List of Activation Functions.
- Vanishing Gradient problem
Section 8: Deep Neural Networks
- Optimization methods overview.
- 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.
Section 9: Unsupervised Learning
- Clustering overview.
- k-means Clustering.
- Hierarchical clustering.
Section 10: PCA
- Principal Component Analysis(PCA).
- Maths behind PCA.
- Engine Recommendation.
- Content and Collaborative Filtering.
- Market Basket Analysis
- What is Apriori Rule?
Section 11: Computer Vision
- Image Detection, Image Classification, Localization.
- Convolutional Neural Networks(CNN) overview.
- Strides, Padding methods
- Convolutional, Padding and Fully Connected layers
- Sliding Window
- Edge Detection
Section 12: Advanced Computer Vision
- YOLO ALgorithm – You Only Look Once
- Introduction to classical networks like LeNet5
- Introduction to Natural Language Processing(NLP)
- Text Preprocessing
- Lemmatization, Stemming
- Syntactical Parsing, Entity Parsing
- Develop a chatbot with the above concepts of NLP and Neural Networks
Top 100 Machine Learning Interview Questions & Answers
- Interview Questions & Answers – Part 1
- Interview Questions & Answers – Part 2
- Interview Questions & Answers – Part 3
- Interview Questions & Answers – Part 4
- Interview Questions & Answers – Part 5
- Interview Questions & Answers – Part 6
- Interview Questions & Answers – Part 7
- Interview Questions & Answers – Part 8
- Interview Questions & Answers – Part 9
- Interview Questions & Answers – Part 10
Queries you may have
The team has drafted the training course plan with utmost care, so to provide the best hands-on Machine Learning Training in Chennai with practical orientation, and help them to successfully get certified. All required content related tutorials will be shared to the candidate as well
This being the most frequently asked question by our joiners enquiring on our Machine Learning training in Chennai, we have an answer …
- Basic understanding of any one programming language
- Good knowledge on mathematics and statistics concepts
Machine Learning Classroom Training in Chennai:
- Regular classroom based training: 4 weeks, 90 minutes of Practical + Theory session per day.
- Fast Track (1-1 : Machine Learning crash course in Chennai ) : 15 days.
- Choose your options for week day or week end classroom training.
- Online 1-1 training - please send us your request to www.credosystemz.com or call +91-44-4215 0899 / 98844 12301
Graphical representation of our course journey given below,
- Assessments - Our training pattern includes conducting frequent assessments to understand your technical competence & brief your areas of improvement, during the tenure of the course.
- Interview Questionnaire - At Credo Systemz, a dedicated team is available to collate the frequently asked questions in the Top MNCs, and will share the questionnaire with our candidates.
- Mock Interviews - At the end of the course, a team of highly qualified real-time IT technical experts from the industry assess your knowledge on the language, by conducting interviews, and share the feedback so you can crack the interview with confidence & at ease.
- Resume Building Services – Expert trainers guide our candidates on the Resume preparation which will profoundly help you put your career on track.
Credo systemz offers Class room training, online training and Corporate Training. The training will be provided by expert trainers having more than 10+years IT experience currently working in the Industry.
Book Your Free Demo Session: +91-9884412301
Machine Learning Certification in Chennai
Credo Systemz is named as the best institute for Machine Learning in Chennai because of our professional training approach towards every individual. Our Machine learning course starts from the basic scratch and includes all the important topics which come under Supervised and Unsupervised Learning. In this machine learning training program, you will effectively learn about the tips and tricks of Machine learning techniques.
Our Machine Learning Center in Chennai is ranked as the No.1 Training Institute for Artificial Intelligence and Machine Learning. As an individual, after completing your Machine Learning certification at Credo Systemz you will learn to automate your systems to perform on its own.
To know about our machine learning course fees and to book a free demo session please fill up the quick enquiry form.
Join the Best Machine Learning Training Institute in Chennai
Why join Credo Systemz for Machine Learning ?
- Credo Systemz ranked as the No.1 Machine Learning Training institute in Chennai, and have successfully trained 1500+ IT professionals.
- Detailed Course Plan to help both Fresher & Experienced Professionals, detailing on 20+ services
- Flexible training pattern, allowing candidates to choose between week day or week end sessions
- Skilled & expert trainers with 10+ years of IT industry experience.
- Complete Hands-on Machine Learning training in Chennai with 100% Placement Assistance.
- Training sessions take account of both Theoretical & mandatory practical program development as well
- To cater to any special needs of the candidates, we offer Online Machine Learning Training program as well.
- Professional teams to assist with Career guidance, Interview preparation, Mock Interviews, Placement Counselling, Certification Assistance, Resume writing and Job updates.
- Ranked as Best Machine Learning Training Institute in Chennai providing best Artificial Intelligence and Machine Learning training in the city with nominal course fees. Above all, attend the 1st session for free !!
Machine Learning Training in Credo Systemz – Reviews
I like to learn Machine Learning since I have interest towards Artificial Intelligence. I have already done my python training here a few months back, Now I did my Machine Learning course the trainer handled the topics with his own experience and real time scenarios which is the best part of this training. I also referred few of my friends and they thanked me for referring the best Machine Learning training institute in Chennai. Thank you Credo Systemz for helping me in my career.
Hello myself Naveen from Trichy joined in Credo Systemz for Machine Learning training, One of my friend referred me here, I came here blank without any idea about Machine Learning. At 1st the trainer here gave an overview about the course, He is very energetic and can able to understand how experience he is towards the subject. That insisted me to take the course and learned a lot during the session, had a wonderful experience here. I can say this is the best place to learn Machine Learning course in Chennai.
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