Build Self-Driving Cars 

Build Self-Driving Cars on Tensorflow/Keras/Caffe

  • Learn Self-Driving Cars with in 3 - 4 Months 

  • Top hirers of Self-Driving Cars - Google, Benz, Ford, NVIDIA and Tesla

  • Self-Driving Cars Payscale - $1,38,000 - $2,00,000

  • Skills required - Python, Computer Vision, Computer Simulation and Robotics

  • Autonomous cars would be $42 Billion Business by 2025

80+ Case Studies  | 300+ Hours of Training | 100+ Assignments | 50+ Datasets | 3+ Tools | Life-Time E-Learning | EMI Available

Job Description

 

  1. Support on-going Data Analytics and Machine Learning research activities.

  2. Explore complex problems in the domain of automated driving and train/port models into Tensorflow/caffe

  3. Evaluate and compare deep learning algorithms for specific applications and related tasks to improve performance, training, and suitability for embedded applications

  4. Participate in technical discussions and in the creation of new ideas for automotive applications within the existing autonomous vehicle research team

  5. Maintain close contact to the scientific and industrial community in high performance computer, machine learning and perform scouting and assessment of new approaches

  6. Publish technical reports, papers and/or pursue Intellectual Property rights

  7. Work closely and effectively with external partners – corporations, universities and automotive suppliers

Job Requirements

 

  1. Demonstrated ability to carry out independent research and lead projects

  2. Experience with computer vision, machine learning, DNNs, and Numerical Optimization

  3. Experience with sensing systems such as cameras, radar, lidar, GPS, IMUs, etc.

  4. Experience with big data, dataflow, data analytics, cloud storage and associated software tools.

  5. Possess strong oral and written language skills

  6. Present results for internal management and at external venues such as conferences

  7. Experience on Tensorflow/Caffe

Self-Driving Cars Levels

 

Introduction to Deep Learning

Structure of Deep Learning, How to build Artificial Neural Network. Building 1. CNN Networks 2. RNN Networks 3. Reinforcement Learning



RNN for Steering

Why to go with RNN's in steering movement in Self-Driving Cars, How LSTM impacting performance of Steering movement in Self-Driving Cars. 1. Learning about Gradients 2. BackPropagation



Motion Planning

Motion planning in Self-Driving Cars are taken by Reinforcement Learning. 1. How reinforcement learning impacts full driving cars 2. How to construct Motion planning for self-driving cars



Computer Vision View

In computer vision we recognise various human poses in car like; 1. Body pose 2. Head Pose 3. Pupil Diameter 4. Face Detection 5. Face Classification 6. Drowsiness 7. Cognitive Load ​ We Implement CNN's to recognise various poses in Semi - Autonomous Cars



Core Levels

  • Convolutional Neural Networks

  • LeNet for Traffic Signs
  • Transfer Learning
  • Localization
  • Markov Models
  • Markov Localization
  • Motion Model
  • Path Search
  • Path Planning
  • RNN for Controlling the SDC
  • End to end controlling
  • Sensor Fusion
  • Carla Stimulator for building your own driving experience.
  • SDC Architecture
  • Building ROC Environment



Course Description

 

Self-Driving Cars course with Tensorflow is the course trending all the top MNC's are looking. Self-Driving Cars has been started by top companies like Tesla, Audi, Benz, Ford and Google they are involved aggressively in building self-driving cars. Self-Driving cars combines different fields in order to achieve autonomous driving. At present there are very few companies started with self-driving cars but need for them are much more in future. Pay Scale of a Self-Driving Cars engineer from $1,38,000 to $2,00,000. 

Self-Driving Cars Engineer is a blend of Python Programming, Computer Vision, Robotics and Computer Simulation. Learn self-driving cars with various case studies and driven on various tools to make you best and bold on all topics of Self-Driving Cars.

Our Hiring Partners

 
Mercedes Benz
Microsoft
Ford
Apple
Google cars
Facebook
Tesla

Course Sources

  1. Data Scientist Salary
  2. Data Science pdf's
  3. Data Science training and placements
  4. Demand for data science
  5. Data Science Course Syllabus
  6. Data Scientist Jobs
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Reviews

Kiran

Kiran Pandey ,United States

Wonderful Experience to take up training on Self-Driving cars, Best models to build and great simulationmodels

Amit

Amit Arora ,Mumbai

Good Experience to learn Self-Driving cars from BEPEC, Wonderful case-studies, very tough concepts to grab. Find difficult to learn concepts but with the help from trainer, able to build some small models.

Prany

Prany Gur ,Pune

Amazing course! Came with various questions but finally all my questions are answered with this Self-Driving Engineer Course. We suggest BEPEC to take this course to at least 5 Months, we love to spend more time on this

Final Credential

After getting this credential you will be having sound knowledge on Python programming, Tensorflow, Caffe, GPU's, Sensing Systems, Machine learning and Deep Learning Knowledge. Finally you will be job ready to do any kind of Self-Driving Cars

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Data Science with R enhanced my knowledge and opened up various jobs

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