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Course Detail
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Machine Learning Course - ECTI
Course Detail
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Location:Pune, Maharashtra, India
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Institute:
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Education Type(s):
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Education Level:
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Qualifications:
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Payments Options:
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Study Materials:Yes - Provided by Institute
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Hostel/PG Facilities:Yes
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Placement Facilities:Yes
Course Description
Tremendous development in data analytics, big data and data science, the need of machine learning training in Pune has grown widely. Machine Learning in Pune is essential in today's world to make sure a career switch as worth as much you put into it.
To make sure you get Machine Learning Jobs in Pune, ECTI is the best machine learning institute in pune and the best machine learning corporate training institute.
Topics covered in our Machine Learning training sessions:
- Introduction to Machine Learning:
- What is ML?
- Essential Math for ML - Statistics, Calculus, Linear Algebra
- Essential Python Libraries - Anaconda, NumPy, Pandas, Sci-Kit, MatPlotLib
- Supervised Learning
- Gradient Descend, Loss Function
- Regression
- Classification
- Support Vector Machines
- Model Selection Procedure
- Supervised Learning Project in Python Part - 1
- Unsupervised Learning
- K-Means
- Hierarchical clustering
- Density-Based Spatial Clustering
- Cluster Analysis
- Unsupervised Learning Project in Python Part - 2
- Miscellaneous
- Dimensionality reduction
- Ensemble learning
- Neural Networks and Deep Learning
- Introduction
- Tensor Flow 2.0
- Convolutional Neural Networks
- CNN in Tensor Flow 2.0
- CNN Learning Project in TensorFlow & Keras Part - 3
- Recurrent Neural Networks
- RNN in Tensor Flow 2.0
- Auto Encoders
- Natural Language Processing (NLP)
- Reinforcement Learning
- RNN Learning Project in TensorFlow & Keras Project Part - 4
- NLTK Project in Part - 5
- Final Project
- Setting up
- Building and Training the Network Part 6
- Building and Training the Network Part 7
Prerequisites for Machine Learning training:
Knowledge of Python language and Maths before you enroll for any Machine Learning training course.
Total duration of Machine Learning training sessions: 72 hrs | 12 weeks
Institute Overview
Pune, Maharashtra, India
About ECTI Since its inception in 1999, Envision Computer Training Institute has been effectively substantiating the ever rising needs of technical support in the social and business scenario. This computer institute in pune is successfu... Read More
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