Machine Learning Training Course:
Course Highlights:
| Course Name | Machine Learning Training |
|---|---|
| Type | Class Room & Online training |
| Faculty | Real time Experience |
Tsofttech is a One of the best quality training center for online, Classroom and Corporate trainings In Hyderabad . We are providing Machine Learning Online Training through world wide. Tsofttech is excellent Machine Learning Training center in Hyderabad. After course we will give support for certification, Resume preparation and how to prepare for interviews
Who Can Learn Machine Learning Training
- Experts from Data Visual Analysts background.
- Professionals from Testing field
- Business Intelligence Professionals
- Data Scientists
- Project Managers
With the growing era of technology and need to constantly update oneself to outstand in the competitive market, Tsofttech has come to existence to provide people the knowledge about the latest trends in technology . We provide a team of trainers who will put across a thorough and detailed idea about the respective technical courses that you wish to explore .
Our work doesnot end here. Tsofttech gives an opportunity to work on real time projects which would be guided by our real time trainers. A technical back end team would always be available to answer your queries at any point of time and will also assist you to arrange your training sessions
Machine Learning Training Course Information
In Tsofttech all trainers are well experts and providing training with practically..Here we are teaching from basic to advance. Our real time trainers fulfill your dreams and create professionally driven environment. In Machine Learning Training we are providing sample live projects, materials, explaining real time scenarios, Interview skills…We are providing Best Machine Learning Training in Hyderabad, India
Why Tsofttech For Machine Learning Training ?
Tsofttech is a best training center for Machine Learning Training given corporate trainings to different reputed companies. In Machine Learning Training all sessions are teaching with examples and with real time scenarios. We are helping in real time how approach job market, Resume preparation, Interview point of preparation, how to solve problem in projects in job environment, information about job market etc.
Tsofttech also providing Machine Learning Class Room Training in Hyderabad and online from anywhere. We provide all recordings for classes, materials, sample resumes, and other important stuff. Machine Learning Online Training We provide online training through worldwide like India, USA, Japan, UK, Malaysia, Singapore, Australia, Sweden, South Africa, and etc. linux admin online Course Corporate Training. Tsofttech providing corporate training world wide depending on Company requirements with well experience real time experts.
MACHINE LEARNING TRAINING COURSE CONTENTS:
- ML Fundamentals
- ML Common Use Cases
- Understanding Supervised and Unsupervised Learning Techniques
- Similarity Metrics
- Distance Measure Types: Euclidean, Cosine Measures
- Creating predictive models
- Understanding K-Means Clustering
- Understanding TF-IDF, Cosine Similarity and their application to Vector Space Model
- Case study
- What is Association Rules & its use cases?
- What is Recommendation Engine & it’s working?
- Recommendation Use-case
- Case study
Understanding Process flow of Supervised Learning Techniques
- How to build Decision trees
- What is Classification and its use cases?
- What is Decision Tree?
- Algorithm for Decision Tree Induction
- Creating a Decision Tree
- Confusion Matrix
- Case study
- What is Random Forests
- Features of Random Forest
- Out of Box Error Estimate and Variable Importance
- Case study
- Case study
Project Discussion
- Various approaches to solve a Data Science Problem
- Pros and Cons of different approaches and algorithms.
- Case study
- Introduction to Predictive Modeling
- Linear Regression Overview
- Simple Linear Regression
- Multiple Linear Regression
- Case study
- Logistic Regression Overview
- Data Partitioning
- Univariate Analysis
- Bivariate Analysis
- Multicollinearity Analysis
- Model Building
- Model Validation
- Model Performance Assessment AUC & ROC curves
- Scorecard
- Case Study
- Introduction to SVMs
- SVM History
- Vectors Overview
- Decision Surfaces
- Linear SVMs
- The Kernel Trick
- Non-Linear SVMs
- The Kernel SVM
- Describe Time Series data
- Format your Time Series data
- List the different components of Time Series data
- Discuss different kind of Time Series scenarios
- Choose the model according to the Time series scenario
- Implement the model for forecasting
- Explain working and implementation of ARIMA model
- Illustrate the working and implementation of different ETS models
- Forecast the data using the respective model
- What is Time Series data?
- Time Series variables
- Different components of Time Series data
- Visualize the data to identify Time Series Components
- Implement ARIMA model for forecasting
- Exponential smoothing models
- Identifying different time series scenario based on which different Exponential Smoothing model can be applied
- Implement respective model for forecasting
- Visualizing and formatting Time Series data
- Plotting decomposed Time Series data plot
- Applying ARIMA and ETS model for Time Series forecasting
- Forecasting for given Time period
- Case Study
Machine Learning Project
- Various machine learning algorithms in Python
- Apply machine learning algorithms in Python
- How to select the right data
- Which are the best features to use
- Additional feature selection techniques
- A feature selection case study
- Preprocessing
- Preprocessing Scaling Techniques
- How to preprocess your data
- How to scale your data
- Feature Scaling Final Project
- Highly efficient machine learning algorithms
- Bagging Decision Trees
- The power of ensembles
- Random Forest Ensemble technique
- Boosting – Adaboost
- Boosting ensemble stochastic gradient boosting
- A final ensemble technique
- Introduction Model Tuning
- Parameter Tuning GridSearchCV
- A second method to tune your algorithm
- How to automate machine learning
- Which ML algo should you choose
- How to compare machine learning algorithms in practice
- Sentimental Analysis
- Case study
Here we are providing “Machine Learning Online Training in Hyderabad, Machine Learning Course Class Room Training in Hyderabad, Machine Learning Training in Hyderabad,Machine Learning Course Corporate Training in India, Machine Learning Course Class Room Training in Madhapur, Machine Learning Online Training in Madhapur", In India Online services providing in top cities like Banglore, Chennai, Pune, Mumbai , Delhi, Etc,
Frequently Asked Questions?
You will never miss a class at Tsofttech ! You can choose either of the two options:
- You can go through the recorded session of the missed class and the class presentation that are available for online viewing through the LMS.
- You can attend the missed session, in any other live batch. Please note, access to the course material will be available for lifetime once you have enrolled into the course.
- Our backend team would be available 24*7 to answer your queries on mail. If in case your query remains unanswered , then we can bring a solution to it by organizing a personal session with our trainer.
- We would assist your queries even after the training is completed and that is the best part of our services.
- Tsofttech team will always be available to resolve your doubts at any point of time.
- However, please understand that we are not into job placements.
- We have limited number of participants in a live session to maintain the Quality Standards. So, unfortunately participation in a live class without enrolment is not possible.
- However, you can go through the sample class recording and it would give you a clear insight about how are the classes conducted, quality of instructors and the level of interaction in the class.
- Tsofttech fundamentally offers you classroom and online training sessions Based on Courses. We are also engaged in Corporate trainings for business enterprises. To check the quality of the training, you may review our sample demo sessions .
- You can Call us at +919948568787 OR Email us at info@tsofttech.com. We shall be glad to assist you.
