fast.ai

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Deep learning is transforming the world. We are making deep learning easier to use and getting more people from all backgrounds involved through our:

The world needs everyone involved with AI, no matter how unlikely your background.

fast.ai course v3

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5235 reviews for fast.ai

  1. Mark Ryan

    fast.ai lessons are open-ended and can take a couple of days straight time to work through thoroughly. Regarding coding environment, fast.ai recommends a couple of potential coding environments that you need to set up yourself. I chose paperspace, for which fast.ai provides relatively straightforward instructions. An unexpected benefit of paperspace is the modest hourly cost: putting a price on compute forced me to think twice before kicking off a run and to look for ways to make experiments more efficient.

    fast.ai uses PyTorch instead of TensorFlow, but I think that overall PyTorch is a better choice for learners. This article is a great contrast between these two framworks. For my money, while TensorFlow has a huge community and is pretty well a de facto standard for deep learning, the TensorFlow approach of defining a graph statically before the model can run makes my teeth hurt.

    fast.ai does not have a venue for providing direct feedback to people taking the course online, though there is a big community of people working through the courses at any point in time, so it’s possible to get answers to questions.

    The fast.ai coding examples are more applicable to my area of interest and more detailed.

  2. Optimaloptimizer

    The course is leaned towards practice by far. I believe the name of the course is actually “Practical deep learning for coders” or something similar. Fast.ai assumes very little math familiarity. Their lectures will focus largely on the code and some underlying concepts without going deep into the mathematical part of things.

  3. wassimeifeddine

    I wouldn’t recommend thiscourse much. It’s very high level. The use of their library abstracts away all the concepts that one should know. My approach is the following:

    I take 2 courses simultaneously, one low level course(statistics, probability, calculus) & another high level course that very practical( fast.ai, some udemy courses..) this way you’ll get the best of both sides

  4. Roboserg

    The theory is great but I didnt like the use of their “fastai” library. It should be Keras or smth. similar for beginners. He taught exact same course with Keras a year before that, so you could watch those for practical aspects.

  5. Wadetech06

    I am doing both Fast.ai and Andrew ng course. If you want to quickly get started using machine learning API and eventually build your own ML solution i recommended learning Fast.ai as it is a library for easily building models. It also shows you how to build the code first than go more into detail about the library. I personally like Andrew ng courses because next year I’m going for my masters in Artificial intelligence and Andrew ng does a very through explanation of the statistical math and logic behind machine learning. He also has deep learning courses which i hear is pretty good as well

  6. harhirman

    I would actually reccomend doing fast.ai and Andrew Ng at the same time. Ng’s course is bottom up, and will give you a basic mathematical foundation, while fastai is top down, and will start by giving you the tools to achieve cutting edge results, then digging deeper.

  7. JamaiKen

    Great course. On week 3 and learning more than I ever have. It’s an “opinionated” course so you’re getting best practices from Jeremy Howard himself. Quick google will show you he is one of the best. He explains really well which is why I’ve stuck with him.

  8. nikogamulin

    It’s a great course. I started to study machine learning in 2010. First, I have watched Andrew Ng’s CS229 lectures, which I would highly recommend to everyone to gain solid fundamental knowledge. Then, besides reading ML papers in the scope of my research, I have completed deeplearning.ai specialization and watched some Deep Learning-related courses on Udemy.

    After completing a number of online courses, reading research papers and completing a PhD in the field of ML, I would say the best way to gain solid knowledge and skills to actually implement ML/DL with “least effort” is to complete fast.ai course and read papers. Still besides fast.ai, as mentioned, I would highly recommend CS229 lectures and deeplearning.ai.

  9. nulltensor

    I think they do their students a disservice by rolling out a fully baked development environment. It’s been a little while but I seem to recall that between their use of their own cloud server images and library wrappers the student doesn’t have to get their hands dirty with preparing the environment. Yes it allows them to focus specifically on the coding but I’ve seen far too many ostensible future professionals stymied by simple dependency failures.

  10. bougab

    It’s great for practical knowledge and “new” techniques. It doesn’t go deeply into many ml algorithm but with the way he made his explanations, many concepts can be used with more algorithm.

  11. adventuringraw

    fast.ai takes an approach of ‘what’s the minimum needed knowledge to get up and running today?’ if you’re already a reasonably proficient coder and don’t care if you’re using black boxes, this is a great road towards getting practical experience under your belt. In a few hours, you’ll already have built an image recognition system that can categorize an arbitrary number of categories of your choice, provided you can come up with the training set. Better yet, you’ll be working through AWS, so if you have a crappy laptop like mine, it’ll get you rolling on using cloud computing. I’m very pleased with my time investment in the course so far, and I’m definitely going to finish all 14 weeks before moving on to the next thing.

  12. DenSeime

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  15. Emory McClemans

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  16. JasonSeime

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  355. Galfaftexia

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    err cbd

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  536. Unsonrysorn

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  541. JaroloyarGy

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  548. AmySeime

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  550. ReartPreell

  551. EvaSeime

  552. Norastoff

  553. Unsonrysorn

  554. Galfaftexia

    dlw cbd

  555. DevaGonagevop

  556. avaimbRilimeape

  557. DevaGonagevop

  558. Epheptuttessmom

  559. whosyhoasia

  560. Smoothappeaps

  561. ReartPreell

  562. FlableZer

  563. Damslealuet

  564. IcobozyHoonry

  565. EvaSeime

  566. amatstaiste

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  568. Unsonrysorn

  569. envelivot

  570. AmySeime

  571. ReartPreell

  572. Norastoff

  573. Damslealuet

  574. Epheptuttessmom

  575. whosyhoasia

  576. DevaGonagevop

  577. Galfaftexia

  578. Smoothappeaps

  579. avaimbRilimeape

  580. DevaGonagevop

  581. FlableZer

  582. JaroloyarGy

  583. IcobozyHoonry

  584. Unsonrysorn

  585. ReartPreell

  586. prisseanaexag

  587. envelivot

  588. amatstaiste

  589. Damslealuet

  590. Smoothappeaps

  591. FlableZer

  592. ReartPreell

  593. Epheptuttessmom

  594. Norastoff

  595. whosyhoasia

  596. Unsonrysorn

  597. DevaGonagevop

  598. avaimbRilimeape

  599. DevaGonagevop

  600. Galfaftexia

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  604. ReartPreell

  605. Damslealuet

  606. envelivot

  607. Unsonrysorn

  608. FlableZer

  609. Smoothappeaps

  610. amatstaiste

  611. Epheptuttessmom

  612. whosyhoasia

  613. LisaSeime

  614. ReartPreell

  615. Norastoff

  616. prisseanaexag

  617. KimSeime

  618. DevaGonagevop

  619. DevaGonagevop

  620. avaimbRilimeape

  621. IcobozyHoonry

  622. Galfaftexia

  623. Damslealuet

  624. ReartPreell

  625. envelivot

  626. Unsonrysorn

  627. FlableZer

  628. Smoothappeaps

  629. Epheptuttessmom

  630. whosyhoasia

  631. amatstaiste

  632. prisseanaexag

  633. Damslealuet

  634. ReartPreell

  635. Norastoff

  636. IcobozyHoonry

  637. DevaGonagevop

  638. DevaGonagevop

  639. avaimbRilimeape

  640. Unsonrysorn

  641. Galfaftexia

  642. Loan

  643. envelivot

  644. ReartPreell

  645. Smoothappeaps

  646. JaroloyarGy

  647. Damslealuet

  648. Epheptuttessmom

  649. whosyhoasia

  650. Unsonrysorn

  651. FlableZer

  652. amatstaiste

  653. IcobozyHoonry

  654. Norastoff

  655. ReartPreell

  656. DevaGonagevop

  657. DevaGonagevop

  658. avaimbRilimeape

  659. Smoothappeaps

  660. Galfaftexia

  661. Damslealuet

  662. ReartPreell

  663. Unsonrysorn

  664. Epheptuttessmom

  665. whosyhoasia

  666. prisseanaexag

  667. FlableZer

  668. IcobozyHoonry

  669. amatstaiste

  670. Norastoff

  671. ReartPreell

    vnr buy cbd

  672. Damslealuet

  673. Smoothappeaps

  674. envelivot

  675. avaimbRilimeape

  676. DevaGonagevop

  677. DevaGonagevop

  678. Unsonrysorn

  679. Galfaftexia

  680. ReartPreell

  681. Epheptuttessmom

  682. prisseanaexag

  683. FlableZer

  684. whosyhoasia

  685. Damslealuet

  686. IcobozyHoonry

  687. Smoothappeaps

  688. Unsonrysorn

  689. LisaSeime

  690. Norastoff

  691. amatstaiste

  692. ReartPreell

  693. envelivot

  694. JaroloyarGy

  695. AmySeime

  696. avaimbRilimeape

  697. DevaGonagevop

  698. DevaGonagevop

  699. prisseanaexag

  700. Epheptuttessmom

  701. Galfaftexia

  702. ReartPreell

  703. whosyhoasia

  704. Damslealuet

  705. Unsonrysorn

  706. IcobozyHoonry

  707. Smoothappeaps

  708. Loans

  709. JaroloyarGy

  710. Norastoff

  711. ReartPreell

  712. prisseanaexag

  713. amatstaiste

  714. Damslealuet

  715. FlableZer

  716. avaimbRilimeape

  717. DevaGonagevop

  718. DevaGonagevop

  719. Epheptuttessmom

  720. whosyhoasia

  721. Unsonrysorn

  722. ReartPreell

  723. Galfaftexia

  724. Smoothappeaps

  725. IcobozyHoonry

  726. JaroloyarGy

  727. Damslealuet

  728. prisseanaexag

  729. envelivot

  730. FlableZer

  731. Norastoff

  732. Unsonrysorn

  733. ReartPreell

  734. Epheptuttessmom

  735. amatstaiste

    fyv buy cbd

  736. avaimbRilimeape

  737. DevaGonagevop

    yam cbd oil

  738. DevaGonagevop

  739. whosyhoasia

  740. Smoothappeaps

  741. ReartPreell

  742. Galfaftexia

  743. Damslealuet

  744. IcobozyHoonry

  745. prisseanaexag

  746. JaneSeime

  747. Unsonrysorn

  748. FlableZer

  749. envelivot

  750. AmySeime

  751. Epheptuttessmom

  752. Norastoff

  753. JaneSeime

  754. ReartPreell

  755. Smoothappeaps

  756. whosyhoasia

  757. avaimbRilimeape

  758. DevaGonagevop

  759. Damslealuet

  760. DevaGonagevop

  761. amatstaiste

  762. Unsonrysorn

  763. JaneSeime

  764. ReartPreell

    kpe

  765. Get A Loan

  766. prisseanaexag

  767. IcobozyHoonry

  768. Galfaftexia

  769. FlableZer

  770. Epheptuttessmom

  771. Damslealuet

  772. Smoothappeaps

  773. Norastoff

  774. whosyhoasia

  775. Unsonrysorn

  776. ReartPreell

  777. JaroloyarGy

    ozl cbd oil

  778. avaimbRilimeape

  779. DevaGonagevop

  780. DevaGonagevop

  781. prisseanaexag

  782. amatstaiste

  783. FlableZer

  784. IcobozyHoonry

  785. AmySeime

  786. ReartPreell

  787. Galfaftexia

  788. envelivot

  789. Damslealuet

  790. Smoothappeaps

  791. Epheptuttessmom

  792. Unsonrysorn

  793. JaroloyarGy

  794. whosyhoasia

  795. prisseanaexag

  796. Norastoff

  797. FlableZer

  798. ReartPreell

  799. Loan

  800. avaimbRilimeape

  801. DevaGonagevop

  802. DevaGonagevop

  803. IcobozyHoonry

  804. EvaSeime

  805. Damslealuet

  806. amatstaiste

  807. Unsonrysorn

  808. EvaSeime

  809. envelivot

  810. ReartPreell

  811. Smoothappeaps

  812. Galfaftexia

  813. Epheptuttessmom

  814. JaroloyarGy

  815. prisseanaexag

  816. FlableZer

  817. Norastoff

  818. Damslealuet

  819. IcobozyHoonry

  820. ReartPreell

  821. Unsonrysorn

  822. avaimbRilimeape

  823. DevaGonagevop

  824. DevaGonagevop

  825. Smoothappeaps

    afe cbd

  826. whosyhoasia

  827. Speedycash

  828. amatstaiste

  829. ReartPreell

    oyz

  830. Epheptuttessmom

  831. JaroloyarGy

  832. prisseanaexag

  833. Galfaftexia

  834. DenSeime

  835. FlableZer

  836. Damslealuet

  837. Unsonrysorn

  838. IcobozyHoonry

  839. Norastoff

  840. Money Loan

  841. ReartPreell

  842. Smoothappeaps

  843. avaimbRilimeape

  844. DevaGonagevop

  845. DevaGonagevop

    tfy

  846. envelivot

  847. whosyhoasia

  848. JaroloyarGy

  849. Epheptuttessmom

  850. ReartPreell

  851. amatstaiste

  852. Damslealuet

  853. prisseanaexag

  854. Unsonrysorn

  855. Galfaftexia

  856. FlableZer

  857. IcobozyHoonry

  858. envelivot

  859. whosyhoasia

  860. ReartPreell

  861. avaimbRilimeape

  862. JaroloyarGy

    wot cbd oil

  863. Damslealuet

  864. DevaGonagevop

  865. DevaGonagevop

  866. Unsonrysorn

  867. Epheptuttessmom

  868. prisseanaexag

  869. Norastoff

  870. ReartPreell

  871. FlableZer

  872. LisaSeime

  873. amatstaiste

  874. Galfaftexia

  875. Money Loan

  876. IcobozyHoonry

  877. Smoothappeaps

  878. Damslealuet

  879. Unsonrysorn

  880. Best Online Loans

  881. JaroloyarGy

  882. whosyhoasia

  883. prisseanaexag

  884. avaimbRilimeape

  885. Epheptuttessmom

  886. ReartPreell

  887. DevaGonagevop

  888. DevaGonagevop

  889. FlableZer

  890. Norastoff

  891. ReartPreell

  892. AmySeime

  893. amatstaiste

  894. Damslealuet

  895. Unsonrysorn

  896. Smoothappeaps

  897. IcobozyHoonry

  898. Galfaftexia

  899. JaroloyarGy

  900. prisseanaexag

  901. envelivot

  902. whosyhoasia

  903. Epheptuttessmom

  904. FlableZer

  905. avaimbRilimeape

  906. ReartPreell

  907. DevaGonagevop

  908. DevaGonagevop

  909. Damslealuet

  910. Unsonrysorn

  911. KimSeime

  912. Norastoff

  913. Smoothappeaps

  914. ReartPreell

  915. KimSeime

  916. IcobozyHoonry

  917. KimSeime

  918. amatstaiste

  919. JaroloyarGy

  920. prisseanaexag

  921. Galfaftexia

  922. envelivot

  923. whosyhoasia

  924. FlableZer

  925. Epheptuttessmom

  926. Damslealuet

  927. Unsonrysorn

  928. Quick Loan

  929. avaimbRilimeape

  930. ReartPreell

  931. DevaGonagevop

  932. DevaGonagevop

  933. Smoothappeaps

  934. IcobozyHoonry

  935. Norastoff

  936. prisseanaexag

  937. JaroloyarGy

  938. ReartPreell

  939. FlableZer

  940. Unsonrysorn

  941. Damslealuet

  942. amatstaiste

  943. envelivot

  944. whosyhoasia

  945. Galfaftexia

  946. Epheptuttessmom

  947. Loans Online

  948. avaimbRilimeape

  949. Smoothappeaps

  950. ReartPreell

  951. prisseanaexag

  952. Pay Day Loans

  953. DevaGonagevop

  954. DevaGonagevop

  955. JaroloyarGy

  956. IcobozyHoonry

  957. Unsonrysorn

  958. EvaSeime

  959. Damslealuet

  960. Norastoff

  961. FlableZer

  962. JaneSeime

  963. ReartPreell

  964. envelivot

  965. whosyhoasia

  966. LisaSeime

  967. Epheptuttessmom

  968. amatstaiste

  969. Galfaftexia

  970. Smoothappeaps

  971. AmySeime

  972. prisseanaexag

  973. Unsonrysorn

  974. avaimbRilimeape

  975. Pay Day Loan

  976. Damslealuet

  977. JaroloyarGy

  978. JaneSeime

  979. Payday Loans Online

  980. ReartPreell

  981. FlableZer

  982. IcobozyHoonry

  983. DevaGonagevop

  984. DevaGonagevop

  985. Norastoff

  986. envelivot

  987. ReartPreell

  988. whosyhoasia

  989. Epheptuttessmom

  990. Unsonrysorn

  991. Smoothappeaps

  992. amatstaiste

  993. Damslealuet

  994. prisseanaexag

  995. Galfaftexia

  996. JaroloyarGy

  997. FlableZer

  998. avaimbRilimeape

  999. IcobozyHoonry

  1000. ReartPreell

  1001. DevaGonagevop

  1002. DevaGonagevop

  1003. JaneSeime

  1004. Unsonrysorn

  1005. Norastoff

  1006. whosyhoasia

  1007. Epheptuttessmom

  1008. Damslealuet

  1009. Speedycash

  1010. Smoothappeaps

  1011. ReartPreell

  1012. prisseanaexag

  1013. JaroloyarGy

  1014. FlableZer

  1015. amatstaiste

  1016. Galfaftexia

  1017. IcobozyHoonry

  1018. avaimbRilimeape

  1019. Unsonrysorn

  1020. EvaSeime

  1021. ReartPreell

  1022. Damslealuet

  1023. Loans

  1024. DevaGonagevop

    lqd cbd

  1025. DevaGonagevop

  1026. envelivot

  1027. Smoothappeaps

  1028. prisseanaexag

  1029. whosyhoasia

  1030. Epheptuttessmom

  1031. Norastoff

  1032. JaroloyarGy

  1033. ReartPreell

    uwq

  1034. FlableZer

  1035. Unsonrysorn

  1036. Damslealuet

  1037. IcobozyHoonry

  1038. amatstaiste

  1039. Galfaftexia

  1040. avaimbRilimeape

  1041. Smoothappeaps